{"id":3243,"date":"2024-07-12T15:53:19","date_gmt":"2024-07-12T15:53:19","guid":{"rendered":"https:\/\/aifuturize.com\/?p=3243"},"modified":"2024-07-12T15:54:52","modified_gmt":"2024-07-12T15:54:52","slug":"harvards-ai-chatbot-outperforms-gpt-4v-with-90-tumor-detection","status":"publish","type":"post","link":"https:\/\/aifuturize.com\/ja\/ai-news\/harvards-ai-chatbot-outperforms-gpt-4v-with-90-tumor-detection\/","title":{"rendered":"\u30cf\u30fc\u30d0\u30fc\u30c9\u5927\u5b66\u306e AI \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300190% \u816b\u760d\u691c\u51fa\u3067 GPT-4V \u3092\u4e0a\u56de\u308b"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1302px;margin-left: calc(-5% \/ 2 );margin-right: calc(-5% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.375%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:2.375%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:2.375%;--awb-spacing-left-medium:2.375%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:2.375%;--awb-spacing-left-small:2.375%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element\" style=\"text-align:center;--awb-margin-bottom:20px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border:4px solid var(--awb-color3);\"><img decoding=\"async\" width=\"600\" height=\"338\" alt=\"\u30d1\u30b9\u30c1\u30e3\u30c3\u30c8\" title=\"\u30d1\u30b9\u30c1\u30e3\u30c3\u30c8\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-600x338.webp\" class=\"img-responsive wp-image-3246\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-18x10.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-200x113.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-300x169.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-400x225.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-600x338.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-768x432.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-800x450.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-1024x576.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht-1200x675.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/PathCaht.webp 1280w\" sizes=\"(max-width: 800px) 100vw, 1200px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-1\"><h2>GPT-4V \u3092\u8d85\u3048\u308b! \u30cf\u30fc\u30d0\u30fc\u30c9\u5927\u5b66\u533b\u5b66\u90e8\u306e AI \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u3001\u307b\u307c 90% \u306e\u816b\u760d\u691c\u51fa\u7cbe\u5ea6\u3067 Nature \u306b\u63b2\u8f09<\/h2>\n<p>\u73fe\u5728\u3001\u304c\u3093\u306f\u4e16\u754c\u4e2d\u3067\u4e3b\u306a\u6b7b\u4ea1\u539f\u56e0\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u6bce\u5e74\u4f55\u767e\u4e07\u4eba\u3082\u306e\u4eba\u304c\u4ea1\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4e16\u754c\u4fdd\u5065\u6a5f\u95a2\u306f\u3001\u304c\u3093\u306e3\u5206\u306e1\u306f\u65e9\u671f\u767a\u898b\u3068\u65e9\u671f\u6cbb\u7642\u306b\u3088\u3063\u3066\u6cbb\u7652\u3067\u304d\u308b\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u304c\u3093\u306e\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u533b\u7642\u5206\u91ce\u306b\u304a\u3044\u3066\u5e38\u306b\u5927\u304d\u306a\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u75c5\u7406\u5b66\u7684\u5206\u6790\u306b\u304a\u3044\u3066\u816b\u760d\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3057\u8a3a\u65ad\u3059\u308b\u3053\u3068\u306f\u3001\u60a3\u8005\u306e\u6cbb\u7642\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u5f93\u6765\u306e\u75c5\u7406\u5b66\u7684\u691c\u67fb\u306f\u3001\u5c02\u9580\u533b\u306e\u5c02\u9580\u77e5\u8b58\u3068\u5c02\u9580\u77e5\u8b58\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>GPT-4\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u958b\u767a\u306b\u3088\u308a\u3001 <a href=\"https:\/\/aifuturize.com\/ja\/\">\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09<\/a> \u75c5\u7406\u8a3a\u65ad\u3092\u652f\u63f4\u3059\u308b AI \u30b7\u30b9\u30c6\u30e0\u304c\u5f90\u3005\u306b\u767b\u5834\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u591a\u304f\u306e AI \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u4f9d\u7136\u3068\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6b20\u9665\u3084\u5bfe\u8a71\u6027\u306e\u4f4e\u3055\u306b\u76f4\u9762\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u3001\u30cf\u30fc\u30d0\u30fc\u30c9\u5927\u5b66\u533b\u5b66\u5927\u5b66\u9662\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u3068\u305d\u306e\u5354\u529b\u8005\u306f\u3001PathChat \u3068\u547c\u3070\u308c\u308b\u4eba\u9593\u306e\u75c5\u7406\u5b66\u306e\u305f\u3081\u306e\u8996\u899a\u8a00\u8a9e\u6c4e\u7528 AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u7d04 90% \u306e\u75c7\u4f8b\u3067\u751f\u691c\u30b9\u30e9\u30a4\u30c9\u304b\u3089\u75c5\u6c17\u3092\u6b63\u78ba\u306b\u8b58\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001GPT-4V \u306a\u3069\u306e\u6c4e\u7528 AI \u30e2\u30c7\u30eb\u3084\u73fe\u5728\u5e02\u5834\u3067\u5165\u624b\u53ef\u80fd\u306a\u5c02\u9580\u7684\u306a\u533b\u7642\u30e2\u30c7\u30eb\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u95a2\u9023\u7814\u7a76\u8ad6\u6587\u300c <a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07618-3\" target=\"_blank\" rel=\"noopener\">\u300c\u4eba\u9593\u306e\u75c5\u7406\u5b66\u306e\u305f\u3081\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u751f\u6210AI\u30b3\u30d1\u30a4\u30ed\u30c3\u30c8\u300d<\/a> \u79d1\u5b66\u96d1\u8a8c\u300c\u30cd\u30a4\u30c1\u30e3\u30fc\u300d\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<div id=\"attachment_3244\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-3244\" class=\"size-fusion-600 wp-image-3244\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-600x245.webp\" alt=\"\u4eba\u9593\u306e\u75c5\u7406\u5b66\u306e\u305f\u3081\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u751f\u6210 AI \u526f\u64cd\u7e26\u58eb\" width=\"600\" height=\"245\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-18x7.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-200x82.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-300x122.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-400x163.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-600x245.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-669x272.webp 669w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-768x313.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-800x326.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-1024x417.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37-1200x489.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.37.webp 1330w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-3244\" class=\"wp-caption-text\">\u4eba\u9593\u306e\u75c5\u7406\u5b66\u306e\u305f\u3081\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u751f\u6210 AI \u526f\u64cd\u7e26\u58eb<\/p><\/div>\n<div class=\"flex flex-grow flex-col max-w-full\">\n<div class=\"min-h-&#091;20px&#093; text-message flex flex-col items-start whitespace-pre-wrap break-words &#091;.text-message+&amp;&#093;:mt-5 juice:w-full juice:items-end overflow-x-auto gap-2\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"933e6981-5d22-486a-9e1e-3502ecaa4b18\">\n<div class=\"flex w-full flex-col gap-1 juice:empty:hidden juice:first:pt-&#091;3px&#093;\">\n<div class=\"markdown prose w-full break-words dark:prose-invert dark\">\n<p>\u3053\u306e\u753b\u671f\u7684\u306a\u6280\u8853\u306f\u816b\u760d\u3092\u7279\u5b9a\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u5bfe\u8a71\u3057\u3066\u3001\u75c5\u7406\u5b66\u306e\u8a3a\u65ad\u3068\u7814\u7a76\u306b\u65b0\u305f\u306a\u30c4\u30fc\u30eb\u3068\u8996\u70b9\u3092\u63d0\u4f9b\u3067\u304d\u308b\u70b9\u3082\u6ce8\u76ee\u306b\u5024\u3057\u307e\u3059\u3002<\/p>\n<h3>PathChat: \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u75c5\u7406\u691c\u51fa AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/h3>\n<p>\u8a08\u7b97\u75c5\u7406\u5b66\u306f\u9577\u5e74\u306b\u308f\u305f\u308a\u3001\u75c5\u7406\u5f62\u614b\u30c7\u30fc\u30bf\u3068\u5206\u5b50\u691c\u51fa\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u9032\u6b69\u3092\u9042\u3052\u3066\u304d\u307e\u3057\u305f\u3002\u75c5\u7406\u5b66\u3068 AI \u304a\u3088\u3073\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u6280\u8853\u306e\u878d\u5408\u306b\u3088\u3063\u3066\u5f62\u6210\u3055\u308c\u305f\u3053\u306e\u30cb\u30c3\u30c1\u306a\u7814\u7a76\u5206\u91ce\u306f\u3001\u5f90\u3005\u306b\u533b\u7642\u753b\u50cf\u89e3\u6790\u306e\u7814\u7a76\u306e\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u8a08\u7b97\u75c5\u7406\u5b66\u3067\u306f\u3001\u753b\u50cf\u51e6\u7406\u3068 AI \u6280\u8853\u3092\u4f7f\u7528\u3057\u3066 AI \u8a08\u7b97\u75c5\u7406\u5b66\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u7d44\u7e54\u75c5\u7406\u5b66\u7684\u753b\u50cf\u3092\u53d6\u5f97\u3057\u3001\u3053\u308c\u3089\u306e\u753b\u50cf\u306e\u5f62\u614b\u5b66\u7684\u5916\u89b3\u306e\u4e88\u5099\u8a55\u4fa1\u3092\u5b9f\u65bd\u3057\u3066\u3001\u81ea\u52d5\u753b\u50cf\u5206\u6790\u6280\u8853\u306b\u3088\u308b\u8a3a\u65ad\u3001\u5b9a\u91cf\u7684\u8a55\u4fa1\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u3001ChatGPT\u306b\u4ee3\u8868\u3055\u308c\u308b\u751f\u6210AI\u6280\u8853\u306e\u7206\u767a\u7684\u306a\u6210\u9577\u306b\u3088\u308a\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08MLLM\uff09\u306f\u3001\u8a08\u7b97\u75c5\u7406\u5b66\u7814\u7a76\u3084\u75c5\u7406\u5b66\u306e\u81e8\u5e8a\u5b9f\u8df5\u306b\u307e\u3059\u307e\u3059\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u89e3\u5256\u75c5\u7406\u5b66\u3068\u3044\u3046\u9ad8\u5ea6\u306b\u5c02\u9580\u5316\u3055\u308c\u305f\u30b5\u30d6\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u306f\u3001\u75c5\u7406\u5b66\u7528\u306e\u6c4e\u7528\u7684\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u69cb\u7bc9\u306b\u95a2\u3059\u308b\u7814\u7a76\u306f\u307e\u3060\u521d\u671f\u6bb5\u968e\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u7814\u7a76\u3067\u3001\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u3001\u7279\u306b\u4eba\u9593\u306e\u75c5\u7406\u5b66\u7814\u7a76\u5411\u3051\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u751f\u6210 AI \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3042\u308b PathChat \u3092\u8a2d\u8a08\u3057\u307e\u3057\u305f\u3002100 \u4e07\u679a\u4ee5\u4e0a\u306e\u30b9\u30e9\u30a4\u30c9\u304b\u3089 1 \u5104\u679a\u4ee5\u4e0a\u306e\u7d30\u80de\u7d44\u7e54\u753b\u50cf\u65ad\u7247\u3092\u4f7f\u7528\u3057\u3066\u3001\u81ea\u5df1\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306b\u3088\u3063\u3066\u30b7\u30b9\u30c6\u30e0\u3092\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3092\u6700\u5148\u7aef\u306e\u7d14\u7c8b\u306a\u30d3\u30b8\u30e5\u30a2\u30eb \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u3067\u3042\u308b UNI \u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8996\u899a\u5165\u529b\u3068\u81ea\u7136\u8a00\u8a9e\u5165\u529b\u306e\u4e21\u65b9\u3092\u63a8\u8ad6\u3067\u304d\u308b MLLM \u3092\u751f\u6210\u3057\u307e\u3057\u305f\u300245 \u4e07\u3092\u8d85\u3048\u308b\u6307\u793a\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5fae\u8abf\u6574\u3057\u305f\u5f8c\u3001PathChat \u304c\u69cb\u7bc9\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u8abf\u67fb\u306e\u7d50\u679c\u3001PathChat \u306f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u3092\u51e6\u7406\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u96d1\u306a\u75c5\u7406\u95a2\u9023\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u3082\u6b63\u78ba\u306b\u5fdc\u7b54\u3057\u3001\u7d04 90% \u306e\u75c7\u4f8b\u3067\u751f\u691c\u30b9\u30e9\u30a4\u30c9\u304b\u3089\u75c5\u6c17\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<div id=\"attachment_3245\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" aria-describedby=\"caption-attachment-3245\" class=\"size-fusion-600 wp-image-3245\" src=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-600x312.webp\" alt=\"\u30d1\u30b9\u30ab\u30fc\u30c8\" width=\"600\" height=\"312\" srcset=\"https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-18x9.webp 18w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-200x104.webp 200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-300x156.webp 300w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-400x208.webp 400w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-600x312.webp 600w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-768x399.webp 768w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-800x416.webp 800w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-1024x532.webp 1024w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47-1200x624.webp 1200w, https:\/\/aifuturize.com\/wp-content\/uploads\/2024\/07\/Screenshot-2024-07-12-at-23.41.47.webp 1354w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><p id=\"caption-attachment-3245\" class=\"wp-caption-text\">\u30d1\u30b9\u30ab\u30fc\u30c8<\/p><\/div>\n<h3>90% \u306b\u8fd1\u3044\u7cbe\u5ea6\u3067 GPT-4V \u3092\u4e0a\u56de\u308b<\/h3>\n<p>PathChat \u306e\u691c\u51fa\u6027\u80fd\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u7814\u7a76\u30c1\u30fc\u30e0\u306f PathChat \u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30e2\u30c7\u30eb LLaVA\u3001\u751f\u7269\u533b\u5b66\u7279\u6709\u306e LLaVA-Med\u3001GPT-4V \u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5f7c\u3089\u306f\u3001PathQABench \u6bd4\u8f03\u5b9f\u9a13\u3092\u8a2d\u8a08\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u81d3\u5668\u3084\u8a3a\u7642\u304b\u3089\u306e\u75c5\u7406\u5b66\u7684\u75c7\u4f8b\u3092\u5206\u6790\u3057\u3066\u3001PathChat \u306e\u691c\u51fa\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092 LLaVA\u3001LLaVA-Med\u3001GPT-4V \u3068\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/p>\n<\/div>\n<p>\u7d50\u679c\u306f\u3001\u81e8\u5e8a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3057\u306a\u3044\u5834\u5408\u3001PathChat \u306e\u8a3a\u65ad\u7cbe\u5ea6\u304c LLaVA 1.5 \u304a\u3088\u3073 LLaVA-Med \u3088\u308a\u3082\u5927\u5e45\u306b\u9ad8\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u753b\u50cf\u306e\u307f\u3092\u8a55\u4fa1\u3057\u305f\u5834\u5408\u3001PathChat \u306f\u3059\u3079\u3066\u306e\u8907\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067 78.1% \u306e\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001LLaVA 1.5 \u3088\u308a\u3082 52.4%\u3001LLaVA-Med \u3088\u308a\u3082 63.8% \u9ad8\u3044\u5024\u3067\u3059\u3002<\/p>\n<p>\u81e8\u5e8a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u7d44\u307f\u8fbc\u307e\u308c\u308b\u3068\u3001PathChat \u306e\u7cbe\u5ea6\u306f\u3055\u3089\u306b 89.5% \u306b\u5411\u4e0a\u3057\u3001LLaVA 1.5 \u3088\u308a\u3082 39.0%\u3001LLaVA-Med \u3088\u308a\u3082 60.9% \u9ad8\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u6bd4\u8f03\u5b9f\u9a13\u306b\u3088\u308a\u3001PathChat \u306f\u81e8\u5e8a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3060\u3051\u306b\u983c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u753b\u50cf\u306e\u8996\u899a\u7684\u7279\u5fb4\u306e\u307f\u304b\u3089\u304b\u306a\u308a\u306e\u4e88\u6e2c\u80fd\u529b\u3092\u5f15\u304d\u51fa\u305b\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002PathChat \u306f\u3001\u901a\u5e38\u306e\u81ea\u7136\u8a00\u8a9e\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3055\u308c\u308b\u975e\u8996\u899a\u7684\u60c5\u5831\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u60c5\u5831\u3092\u52b9\u679c\u7684\u304b\u3064\u67d4\u8edf\u306b\u6d3b\u7528\u3057\u3001\u7d44\u7e54\u5b66\u7684\u753b\u50cf\u3092\u6b63\u78ba\u306b\u8a3a\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u81ea\u7531\u5f62\u5f0f\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u5404\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u306e\u6b63\u78ba\u3055\u3092\u5ba2\u89b3\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u7814\u7a76\u30c1\u30fc\u30e0\u306f 7 \u4eba\u306e\u75c5\u7406\u5b66\u8005\u3092\u52df\u96c6\u3057\u3066\u8a55\u4fa1\u30d1\u30cd\u30eb\u3092\u69cb\u6210\u3057\u307e\u3057\u305f\u3002260 \u306e\u81ea\u7531\u5f62\u5f0f\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b 4 \u3064\u306e\u30e2\u30c7\u30eb\u306e\u56de\u7b54\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u691c\u51fa\u306e\u6b63\u78ba\u3055\u304c\u5206\u6790\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u30017 \u4eba\u306e\u5c02\u9580\u5bb6\u304c\u5408\u610f\u306b\u9054\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u81ea\u7531\u56de\u7b54\u5f62\u5f0f\u306e\u8cea\u554f\u3067\u306f\u3001PathChat \u306e\u5168\u4f53\u7684\u306a\u7cbe\u5ea6\u306f 78.7% \u3067\u3001GPT-4V\u3001LLaVA 1.5\u3001LLaVA-Med \u3088\u308a\u3082\u305d\u308c\u305e\u308c 26.4%\u300148.9%\u300148.1% \u9ad8\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u5168\u4f53\u7684\u306b\u3001PathChat \u306f\u4ed6\u306e 3 \u3064\u306e\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u7814\u7a76\u8005\u3089\u306f\u3001PathChat \u304c\u75c5\u7406\u7d44\u7e54\u753b\u50cf\u306e\u5fae\u5999\u306a\u5f62\u614b\u306e\u8a73\u7d30\u3092\u5206\u6790\u3057\u3066\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u3092\u6307\u6458\u3057\u307e\u3057\u305f\u3002\u753b\u50cf\u5165\u529b\u306e\u307b\u304b\u306b\u3001\u75c5\u7406\u5b66\u3084\u4e00\u822c\u7684\u306a\u751f\u7269\u533b\u5b66\u7684\u80cc\u666f\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u8cea\u554f\u306b\u3082\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u75c5\u7406\u5b66\u8005\u3084\u7814\u7a76\u8005\u3092\u652f\u63f4\u3059\u308b\u6709\u671b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>PathChat 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