Sequence-level Mouse Behavior Analysis on MABe (test)
0.0909Day MSEBAMS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BAMSReadout=Linear, Learning Mode=transductive2023.03 | 0.0909 | 0.0899 | 88.23 | 72 | |
| BAMSReadout=Linear, Learning Mode=inductive2023.03 | 0.0911 | 0.0913 | 83.44 | 70.39 | |
| T-BERTReadout=Linear2023.03 | 0.0926 | 0.0928 | 78.63 | 68.84 | |
| T-GPTReadout=Linear2023.03 | 0.0927 | 0.0938 | 64.45 | 65.39 | |
| T-PointNetReadout=Linear2023.03 | 0.0928 | 0.0932 | 66.01 | 67.15 | |
| T-PerceiverReadout=Linear2023.03 | 0.0932 | 0.0932 | 69.81 | 69.68 | |
| TS2VecReadout=Linear2023.03 | 0.0938 | 0.0942 | 57.12 | 65.6 | |
| TVAEReadout=Linear2023.03 | 0.094 | 0.0944 | 52.98 | 56.8 | |
| PCAReadout=Linear2023.03 | 0.0942 | 0.0945 | 51.6 | 54.65 |