| ,,,,R@1,R@1,R@5,R@5,R@10,R@10,pair_acc,pair_acc,R@1_g100,R@1_g100,N,N |
| ,,,,mean,std,mean,std,mean,std,mean,std,mean,std,mean,std |
| eval,mode,img_enc,txt_enc,,,,,,,,,,,, |
| all,text_head,conch,biomedclip,0.0423,0.0036,0.1488,0.0048,0.2334,0.0083,0.0458,0.007,0.2299,0.0071,1228.8,0.4472 |
| all,text_head,conch,conchclip,0.0404,0.0016,0.1369,0.0028,0.2197,0.0075,0.0321,0.006,0.2157,0.009,1228.8,0.4472 |
| all,text_head,conchclip,biomedclip,0.0435,0.004,0.1449,0.0066,0.2292,0.0125,0.0418,0.0074,0.2258,0.0073,1228.8,0.4472 |
| all,text_head,conchclip,conchclip,0.0402,0.0021,0.1345,0.0033,0.2194,0.0023,0.0347,0.006,0.2149,0.0046,1228.8,0.4472 |
| all,text_head,gigapath,biomedclip,0.0393,0.0023,0.14,0.0056,0.2223,0.0069,0.0406,0.0031,0.2183,0.0068,1228.8,0.4472 |
| all,text_head,gigapath,conchclip,0.0308,0.0022,0.1154,0.0086,0.1911,0.0116,0.0303,0.005,0.1916,0.0096,1228.8,0.4472 |
| all,text_head,uni2,biomedclip,0.0414,0.005,0.1441,0.0097,0.2369,0.0058,0.0406,0.0048,0.2307,0.0084,1228.8,0.4472 |
| all,text_head,uni2,conchclip,0.0334,0.0037,0.1212,0.0069,0.2043,0.0096,0.0291,0.0036,0.2094,0.0118,1228.8,0.4472 |
| all,two_heads,conch,biomedclip,0.0406,0.0031,0.1438,0.0064,0.236,0.0119,0.038,0.0041,0.2294,0.0067,1228.8,0.4472 |
| all,two_heads,conch,conchclip,0.0376,0.0038,0.1383,0.0056,0.2222,0.0075,0.0335,0.0047,0.2214,0.0075,1228.8,0.4472 |
| all,two_heads,conchclip,biomedclip,0.0414,0.0043,0.1485,0.0054,0.2353,0.0143,0.0384,0.0084,0.2262,0.012,1228.8,0.4472 |
| all,two_heads,conchclip,conchclip,0.0365,0.0052,0.1354,0.0079,0.2169,0.0129,0.0332,0.0078,0.2133,0.0109,1228.8,0.4472 |
| all,two_heads,gigapath,biomedclip,0.0351,0.0026,0.1243,0.0078,0.2026,0.0099,0.0303,0.006,0.2002,0.0108,1228.8,0.4472 |
| all,two_heads,gigapath,conchclip,0.0282,0.0025,0.1087,0.0091,0.1782,0.0095,0.0238,0.0038,0.1788,0.0116,1228.8,0.4472 |
| all,two_heads,uni2,biomedclip,0.0374,0.0069,0.1296,0.0065,0.2107,0.0131,0.0346,0.0048,0.2096,0.0125,1228.8,0.4472 |
| all,two_heads,uni2,conchclip,0.0288,0.0032,0.1158,0.009,0.1902,0.0157,0.0248,0.0025,0.193,0.0142,1228.8,0.4472 |
| all,zeroshot,conchclip,conchclip,0.0304,0.0041,0.1077,0.0065,0.1686,0.0106,0.0348,0.0027,0.1698,0.0099,1228.8,0.4472 |
| caption,text_head,conch,biomedclip,0.0999,0.0016,0.3031,0.0134,0.4573,0.0139,0.1013,0.0082,0.2842,0.0131,539.4,7.6026 |
| caption,text_head,conch,conchclip,0.0871,0.0045,0.2881,0.0124,0.4317,0.012,0.0859,0.0141,0.265,0.0058,539.4,7.6026 |
| caption,text_head,conchclip,biomedclip,0.1,0.008,0.2976,0.0109,0.4492,0.0152,0.0969,0.0159,0.2805,0.0141,539.4,7.6026 |
| caption,text_head,conchclip,conchclip,0.0903,0.0062,0.2839,0.0106,0.4239,0.0146,0.0915,0.0046,0.2625,0.0085,539.4,7.6026 |
| caption,text_head,gigapath,biomedclip,0.0953,0.003,0.2874,0.0129,0.4272,0.0117,0.1013,0.0157,0.2674,0.0094,539.4,7.6026 |
| caption,text_head,gigapath,conchclip,0.0752,0.0041,0.2493,0.0222,0.3897,0.0296,0.0693,0.0142,0.2348,0.0218,539.4,7.6026 |
| caption,text_head,uni2,biomedclip,0.0936,0.0042,0.2998,0.0172,0.4545,0.0134,0.1072,0.0143,0.28,0.01,539.4,7.6026 |
| caption,text_head,uni2,conchclip,0.0782,0.0068,0.2674,0.0228,0.422,0.0223,0.0768,0.0071,0.251,0.0177,539.4,7.6026 |
| caption,two_heads,conch,biomedclip,0.095,0.0125,0.301,0.0082,0.4424,0.0119,0.0991,0.0151,0.2778,0.0147,539.4,7.6026 |
| caption,two_heads,conch,conchclip,0.0914,0.0068,0.2877,0.0181,0.4276,0.0159,0.0835,0.0158,0.2625,0.0069,539.4,7.6026 |
| caption,two_heads,conchclip,biomedclip,0.0962,0.009,0.3015,0.0207,0.4453,0.0198,0.0906,0.0146,0.2781,0.0153,539.4,7.6026 |
| caption,two_heads,conchclip,conchclip,0.0875,0.0075,0.2836,0.0157,0.4176,0.0128,0.0779,0.0159,0.2609,0.0136,539.4,7.6026 |
| caption,two_heads,gigapath,biomedclip,0.079,0.0093,0.2649,0.0155,0.4027,0.021,0.0772,0.012,0.2468,0.0177,539.4,7.6026 |
| caption,two_heads,gigapath,conchclip,0.0681,0.0063,0.2399,0.0136,0.3606,0.0235,0.0698,0.0132,0.2197,0.0157,539.4,7.6026 |
| caption,two_heads,uni2,biomedclip,0.0809,0.0144,0.2723,0.02,0.4141,0.0225,0.0809,0.017,0.2488,0.0149,539.4,7.6026 |
| caption,two_heads,uni2,conchclip,0.0741,0.0041,0.2547,0.023,0.3853,0.0341,0.072,0.0081,0.2356,0.0179,539.4,7.6026 |
| caption,zeroshot,conchclip,conchclip,0.0699,0.0089,0.2174,0.0095,0.3279,0.0054,0.0756,0.0079,0.2054,0.0109,539.4,7.6026 |
| qa_close,text_head,conch,biomedclip,0.0631,0.0087,0.2033,0.0295,0.3103,0.0335,0.0526,0.0074,0.1262,0.0152,278.2,11.9875 |
| qa_close,text_head,conch,conchclip,0.0588,0.0147,0.2142,0.021,0.3226,0.0151,0.0516,0.0133,0.1296,0.0218,278.2,11.9875 |
| qa_close,text_head,conchclip,biomedclip,0.0573,0.0054,0.1992,0.0333,0.3139,0.0364,0.0483,0.0096,0.1222,0.0161,278.2,11.9875 |
| qa_close,text_head,conchclip,conchclip,0.0633,0.0107,0.2113,0.0294,0.3256,0.0288,0.0547,0.0152,0.1325,0.021,278.2,11.9875 |
| qa_close,text_head,gigapath,biomedclip,0.0537,0.0072,0.1976,0.0311,0.2987,0.0394,0.0498,0.0085,0.1155,0.0174,278.2,11.9875 |
| qa_close,text_head,gigapath,conchclip,0.0495,0.0105,0.1912,0.025,0.2947,0.0237,0.0497,0.0185,0.1141,0.015,278.2,11.9875 |
| qa_close,text_head,uni2,biomedclip,0.0633,0.0114,0.2186,0.0233,0.3209,0.038,0.0637,0.0147,0.1332,0.0094,278.2,11.9875 |
| qa_close,text_head,uni2,conchclip,0.0624,0.0092,0.2152,0.0224,0.3362,0.0365,0.0532,0.0111,0.1283,0.013,278.2,11.9875 |
| qa_close,two_heads,conch,biomedclip,0.0586,0.0154,0.2049,0.015,0.3078,0.014,0.0571,0.0105,0.1218,0.0123,278.2,11.9875 |
| qa_close,two_heads,conch,conchclip,0.0674,0.0152,0.2232,0.0321,0.3247,0.0352,0.0491,0.0141,0.1366,0.0227,278.2,11.9875 |
| qa_close,two_heads,conchclip,biomedclip,0.0632,0.0125,0.2086,0.0291,0.3114,0.0295,0.0559,0.0217,0.1288,0.0145,278.2,11.9875 |
| qa_close,two_heads,conchclip,conchclip,0.0595,0.017,0.207,0.0252,0.3106,0.0361,0.0469,0.0156,0.1266,0.0231,278.2,11.9875 |
| qa_close,two_heads,gigapath,biomedclip,0.0537,0.0094,0.1779,0.0227,0.2774,0.0342,0.0467,0.0074,0.1111,0.0119,278.2,11.9875 |
| qa_close,two_heads,gigapath,conchclip,0.0504,0.0097,0.1733,0.0297,0.2779,0.0357,0.0403,0.0052,0.1054,0.0178,278.2,11.9875 |
| qa_close,two_heads,uni2,biomedclip,0.0584,0.0154,0.1902,0.0303,0.2939,0.0447,0.05,0.014,0.1179,0.017,278.2,11.9875 |
| qa_close,two_heads,uni2,conchclip,0.0521,0.0136,0.1774,0.0317,0.2669,0.0439,0.039,0.0092,0.1109,0.0202,278.2,11.9875 |
| qa_close,zeroshot,conchclip,conchclip,0.0461,0.0105,0.1612,0.023,0.238,0.0221,0.046,0.0147,0.0956,0.015,278.2,11.9875 |
| qa_open,text_head,conch,biomedclip,0.1091,0.0189,0.3074,0.0178,0.4272,0.0165,0.0918,0.0179,0.2173,0.0192,329.8,19.7535 |
| qa_open,text_head,conch,conchclip,0.0852,0.0076,0.2752,0.0283,0.4003,0.0255,0.0802,0.0118,0.1895,0.0226,329.8,19.7535 |
| qa_open,text_head,conchclip,biomedclip,0.1021,0.0136,0.3004,0.0177,0.42,0.0234,0.0997,0.0126,0.2108,0.0177,329.8,19.7535 |
| qa_open,text_head,conchclip,conchclip,0.0908,0.0109,0.2841,0.0198,0.3932,0.0205,0.0835,0.0125,0.1916,0.016,329.8,19.7535 |
| qa_open,text_head,gigapath,biomedclip,0.0913,0.0158,0.298,0.0253,0.4076,0.0282,0.075,0.018,0.2044,0.0163,329.8,19.7535 |
| qa_open,text_head,gigapath,conchclip,0.072,0.0129,0.2432,0.0271,0.3571,0.0327,0.0616,0.0066,0.1662,0.0153,329.8,19.7535 |
| qa_open,text_head,uni2,biomedclip,0.1033,0.0096,0.3068,0.025,0.428,0.0245,0.0922,0.0148,0.2172,0.0164,329.8,19.7535 |
| qa_open,text_head,uni2,conchclip,0.0756,0.0204,0.2613,0.0338,0.3837,0.0412,0.0685,0.0112,0.1752,0.0314,329.8,19.7535 |
| qa_open,two_heads,conch,biomedclip,0.1102,0.0226,0.3123,0.0323,0.4442,0.0225,0.0906,0.0157,0.2234,0.029,329.8,19.7535 |
| qa_open,two_heads,conch,conchclip,0.0902,0.0143,0.2769,0.012,0.393,0.0197,0.0786,0.0111,0.1923,0.0158,329.8,19.7535 |
| qa_open,two_heads,conchclip,biomedclip,0.0998,0.0214,0.3045,0.0184,0.4264,0.026,0.0826,0.0244,0.2133,0.0231,329.8,19.7535 |
| qa_open,two_heads,conchclip,conchclip,0.0858,0.0087,0.2679,0.0198,0.3854,0.0133,0.0706,0.0154,0.1859,0.0188,329.8,19.7535 |
| qa_open,two_heads,gigapath,biomedclip,0.0884,0.0087,0.2749,0.0265,0.3889,0.0329,0.0746,0.0123,0.192,0.0225,329.8,19.7535 |
| qa_open,two_heads,gigapath,conchclip,0.0655,0.012,0.2255,0.0331,0.3485,0.0437,0.0563,0.017,0.161,0.0274,329.8,19.7535 |
| qa_open,two_heads,uni2,biomedclip,0.1015,0.0093,0.2853,0.0322,0.3948,0.0382,0.0876,0.0063,0.2033,0.0171,329.8,19.7535 |
| qa_open,two_heads,uni2,conchclip,0.0674,0.0124,0.2341,0.0288,0.3382,0.0488,0.053,0.0097,0.1603,0.0219,329.8,19.7535 |
| qa_open,zeroshot,conchclip,conchclip,0.0743,0.0124,0.2189,0.0176,0.3044,0.0146,0.0745,0.0133,0.1547,0.016,329.8,19.7535 |
| summary,text_head,conch,biomedclip,0.2368,0.0526,0.6337,0.061,0.7885,0.0459,0.2489,0.0362,0.2637,0.0417,118.6,11.393 |
| summary,text_head,conch,conchclip,0.2393,0.0522,0.6158,0.0621,0.774,0.0551,0.2392,0.0424,0.2599,0.0473,118.6,11.393 |
| summary,text_head,conchclip,biomedclip,0.2376,0.0408,0.6359,0.0625,0.79,0.0438,0.2455,0.0721,0.2632,0.0316,118.6,11.393 |
| summary,text_head,conchclip,conchclip,0.2298,0.0391,0.6169,0.0689,0.7671,0.0586,0.251,0.0232,0.2528,0.0352,118.6,11.393 |
| summary,text_head,gigapath,biomedclip,0.2438,0.0465,0.6032,0.0559,0.7664,0.0353,0.2519,0.0822,0.2669,0.0392,118.6,11.393 |
| summary,text_head,gigapath,conchclip,0.2044,0.0316,0.5778,0.0377,0.7146,0.0108,0.2193,0.0586,0.2303,0.0228,118.6,11.393 |
| summary,text_head,uni2,biomedclip,0.2601,0.0381,0.6515,0.053,0.8062,0.0571,0.293,0.0726,0.2849,0.0363,118.6,11.393 |
| summary,text_head,uni2,conchclip,0.2275,0.0483,0.6244,0.076,0.7839,0.0637,0.2562,0.0614,0.2529,0.0345,118.6,11.393 |
| summary,two_heads,conch,biomedclip,0.226,0.0491,0.6207,0.0576,0.7891,0.0528,0.2317,0.0343,0.2515,0.0401,118.6,11.393 |
| summary,two_heads,conch,conchclip,0.2361,0.0505,0.6106,0.0588,0.7688,0.0557,0.2593,0.0495,0.261,0.0399,118.6,11.393 |
| summary,two_heads,conchclip,biomedclip,0.2268,0.0481,0.6199,0.0646,0.7781,0.0432,0.2512,0.0444,0.2531,0.0392,118.6,11.393 |
| summary,two_heads,conchclip,conchclip,0.2252,0.0592,0.5983,0.0822,0.7599,0.0639,0.2826,0.0705,0.2486,0.0531,118.6,11.393 |
| summary,two_heads,gigapath,biomedclip,0.2083,0.0472,0.5588,0.0406,0.7203,0.0404,0.1955,0.0469,0.2322,0.0421,118.6,11.393 |
| summary,two_heads,gigapath,conchclip,0.1904,0.0311,0.5256,0.0291,0.7002,0.0192,0.1877,0.0406,0.2127,0.022,118.6,11.393 |
| summary,two_heads,uni2,biomedclip,0.2403,0.0485,0.6266,0.0326,0.7845,0.0462,0.2519,0.0558,0.2657,0.037,118.6,11.393 |
| summary,two_heads,uni2,conchclip,0.2163,0.0401,0.5548,0.0483,0.725,0.0667,0.2098,0.0582,0.2381,0.0327,118.6,11.393 |
| summary,zeroshot,conchclip,conchclip,0.1675,0.0357,0.4411,0.0788,0.6158,0.064,0.1841,0.0623,0.1848,0.0339,118.6,11.393 |
|
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