Spaces:
Running
Running
File size: 4,136 Bytes
c753e3b ce420e3 c753e3b 1dc8e6f 888ec1f ce420e3 c753e3b 1dc8e6f c753e3b 1dc8e6f ce420e3 c753e3b 1dc8e6f 888ec1f ce420e3 c753e3b 1dc8e6f c753e3b ce420e3 c753e3b 1dc8e6f 888ec1f ce420e3 c753e3b 1dc8e6f c753e3b 1dc8e6f ce420e3 c753e3b 1dc8e6f 888ec1f ce420e3 c753e3b 1dc8e6f c753e3b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 | Task,Model,Type,NMS@40,Recall@40,Spearman,NDCG,NMS@5,Recall@5
T1,Random,Statistic,0.7749,0.0142,,,,
T1,GPT-6 Astra,LLM,0.7966,0.0254,,,,
T1,Claude Opus 5,LLM,0.7729,0.0205,,,,
T1,Gemini 3.1 Pro,LLM,0.7620,0.0211,,,,
T1,Kimi K3,LLM,0.7739,0.0199,,,,
T1,GLM-5.2,LLM,0.7734,0.0185,,,,
T1,DeepSeek-V4-Pro,LLM,0.7703,0.0185,,,,
T1,GPT-6.1 Sol,LLM,0.7789,0.0195,,,,
T1,Gemini 4 Argon,LLM,0.7561,0.0240,,,,
T1,DeepSeek-V4.1-Flash,LLM,0.7746,0.0230,,,,
T1,Biomni + GPT-6 Astra,Agent,0.7677,0.0388,,,,
T1,Biomni + Claude Opus 5,Agent,0.7651,0.0307,,,,
T1,AMixKit + GPT-6 Astra,Agent,0.7866,0.0386,,,,
T1,AMixKit + Claude Opus 5,Agent,0.7858,0.0354,,,,
T1,AMixKit + AMix-2.1,Agent,0.7872,0.0368,,,,
T1,VenusREM,PLM,0.7932,0.0427,,,,
T1,S3F-MSA,PLM,0.7816,0.0364,,,,
T1,ProSST-2048,PLM,0.7847,0.0407,,,,
T1,S3F,PLM,0.7804,0.0364,,,,
T1,ESM-2,PLM,0.7854,0.0370,,,,
T1,ProGen2-base,PLM,0.7709,0.0274,,,,
T2,Random,Statistic,,,-0.0215,0.8196,0.7113,0.0811
T2,GPT-6 Astra,LLM,,,0.2726,0.8635,0.7967,0.2216
T2,Claude Opus 5,LLM,,,0.2841,0.8653,0.8031,0.1919
T2,Gemini 3.1 Pro,LLM,,,0.2239,0.8595,0.7723,0.1973
T2,Kimi K3,LLM,,,0.1973,0.8507,0.7499,0.1919
T2,GLM-5.2,LLM,,,0.1607,0.8519,0.7706,0.2000
T2,DeepSeek-V4-Pro,LLM,,,0.2187,0.8587,0.7760,0.2135
T2,GPT-6.1 Sol,LLM,,,0.2514,0.8619,0.7700,0.2027
T2,Gemini 4 Argon,LLM,,,0.2766,0.8614,0.7691,0.2000
T2,DeepSeek-V4.1-Flash,LLM,,,0.2034,0.8530,0.7678,0.2000
T2,Biomni + GPT-6 Astra,Agent,,,0.3194,0.8767,0.8038,0.2162
T2,Biomni + Claude Opus 5,Agent,,,0.3064,0.8689,0.8016,0.2351
T2,AMixKit + GPT-6 Astra,Agent,,,0.2851,0.8702,0.7781,0.2027
T2,AMixKit + Claude Opus 5,Agent,,,0.3330,0.8764,0.8120,0.2351
T2,AMixKit + AMix-2.1,Agent,,,0.2960,0.8706,0.7911,0.2000
T2,VenusREM,PLM,,,0.2804,0.8684,0.8003,0.2162
T2,S3F-MSA,PLM,,,0.2803,0.8700,0.7964,0.2027
T2,ProSST-2048,PLM,,,0.2777,0.8657,0.7829,0.2108
T2,S3F,PLM,,,0.2785,0.8626,0.7751,0.1757
T2,ESM-2,PLM,,,0.2539,0.8634,0.7831,0.1892
T2,ProGen2-base,PLM,,,0.1405,0.8563,0.7887,0.1784
T3,Random,Statistic,,,0.0411,0.8216,0.7659,0.1970
T3,GPT-6 Astra,LLM,,,0.3516,0.8886,0.8258,0.3134
T3,Claude Opus 5,LLM,,,0.3540,0.8858,0.8263,0.3015
T3,Gemini 3.1 Pro,LLM,,,0.2865,0.8814,0.8019,0.2806
T3,Kimi K3,LLM,,,0.3131,0.8857,0.8124,0.2925
T3,GLM-5.2,LLM,,,0.2676,0.8701,0.8149,0.2866
T3,DeepSeek-V4-Pro,LLM,,,0.2627,0.8698,0.8106,0.2687
T3,GPT-6.1 Sol,LLM,,,0.3299,0.8878,0.8196,0.3104
T3,Gemini 4 Argon,LLM,,,0.3822,0.8938,0.8307,0.3313
T3,DeepSeek-V4.1-Flash,LLM,,,0.2568,0.8817,0.8207,0.3075
T3,Biomni + GPT-6 Astra,Agent,,,0.3687,0.8828,0.7925,0.3045
T3,Biomni + Claude Opus 5,Agent,,,0.4511,0.8985,0.8511,0.3463
T3,AMixKit + GPT-6 Astra,Agent,,,0.3833,0.8907,0.8323,0.3433
T3,AMixKit + Claude Opus 5,Agent,,,0.3665,0.8875,0.8515,0.3433
T3,AMixKit + AMix-2.1,Agent,,,0.3616,0.8902,0.8515,0.3254
T3,VenusREM,PLM,,,0.3698,0.8897,0.8578,0.3612
T3,S3F-MSA,PLM,,,0.3159,0.8860,0.8382,0.3224
T3,ProSST-2048,PLM,,,0.3836,0.8903,0.8620,0.3672
T3,S3F,PLM,,,0.3357,0.8842,0.8523,0.2955
T3,ESM-2,PLM,,,0.3128,0.8840,0.8099,0.3045
T3,ProGen2-base,PLM,,,0.1870,0.8606,0.7835,0.2716
T4,Random,Statistic,,,-0.0204,0.8124,0.6371,0.0552
T4,GPT-6 Astra,LLM,,,0.5988,0.9274,0.8935,0.4483
T4,Claude Opus 5,LLM,,,0.5823,0.9244,0.8723,0.4276
T4,Gemini 3.1 Pro,LLM,,,0.5329,0.9059,0.8595,0.4000
T4,Kimi K3,LLM,,,0.4794,0.8956,0.8337,0.3586
T4,GLM-5.2,LLM,,,0.4959,0.8984,0.8338,0.3862
T4,DeepSeek-V4-Pro,LLM,,,0.5308,0.9059,0.8595,0.4000
T4,GPT-6.1 Sol,LLM,,,0.6006,0.9270,0.8936,0.4483
T4,Gemini 4 Argon,LLM,,,0.5826,0.9200,0.8817,0.4276
T4,DeepSeek-V4.1-Flash,LLM,,,0.5662,0.9213,0.8602,0.4207
T4,Biomni + GPT-6 Astra,Agent,,,0.6373,0.9347,0.9145,0.4828
T4,Biomni + Claude Opus 5,Agent,,,0.6446,0.9293,0.9015,0.4345
T4,AMixKit + GPT-6 Astra,Agent,,,0.6382,0.9336,0.9131,0.4897
T4,AMixKit + Claude Opus 5,Agent,,,0.6462,0.9336,0.9090,0.4690
T4,AMixKit + AMix-2.1,Agent,,,0.5531,0.9115,0.8642,0.3862
T4,VenusREM,PLM,,,0.3821,0.8809,0.8212,0.2552
T4,S3F-MSA,PLM,,,0.3662,0.9005,0.8686,0.2897
T4,ProSST-2048,PLM,,,0.3779,0.8725,0.8078,0.2483
T4,S3F,PLM,,,0.3487,0.8836,0.8410,0.2759
T4,ESM-2,PLM,,,0.3153,0.8828,0.8129,0.2276
T4,ProGen2-base,PLM,,,0.2568,0.8736,0.8357,0.1793
|