Frame-level Mouse Behavior Analysis on MABe (test)
2.74Approach F1BAMS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BAMSReadout=Linear, Learning Mode=transductive2023.03 | 2.74 | 1.89 | 67.22 | 53.43 | 31.43 | 59 | 1.61 | 1.57 | 18.15 | |
| BAMSReadout=Linear, Learning Mode=inductive2023.03 | 2.62 | 1.4 | 65.98 | 52.39 | 31.08 | 60 | 1.54 | 1.4 | 18.14 | |
| T-PointNetReadout=Linear2023.03 | 2.56 | 4.57 | 70.68 | 55.96 | 21.23 | 84 | 2.79 | 2.32 | 15.61 | |
| T-BERTReadout=Linear2023.03 | 1.8 | 0.87 | 70.22 | 55.84 | 30.24 | 51 | 1.4 | 1.12 | 17.27 | |
| T-GPTReadout=Linear2023.03 | 1.73 | 0.64 | 69.05 | 55.78 | 23.8 | 46 | 1.12 | 1.05 | 17.86 | |
| T-PerceiverReadout=Linear2023.03 | 1.57 | 1.27 | 60.84 | 47.81 | 28.32 | 41 | 1.16 | 0.86 | 16.42 | |
| TS2VecReadout=Linear2023.03 | 1.29 | 0.66 | 59.53 | 46.13 | 24.74 | 35 | 1.09 | 0.74 | 12.37 | |
| TVAEReadout=Linear2023.03 | 1.07 | 0.45 | 59.33 | 44.77 | 21.96 | 27 | 0.83 | 0.62 | 10.2 | |
| PCAReadout=Linear2023.03 | 0.86 | 0.14 | 49.27 | 37.87 | 12.71 | 21 | 0.6 | 0.53 | 6.65 |