Behavior Classification on CHD8
77.99AccuracyGEESE
Evaluation results
| Method | Links | |
|---|---|---|
| GEESERepresentation=Fine-tuned embedding, Evaluation Protocol=End-to-End Fine-tuned2026.05 | 77.99 | |
| s-DANNCERepresentation=Wavelet + PCA (421-dim), Evaluation Protocol=Hand-crafted Features + Linear Probe2026.05 | 75.33 | |
| CEBRARepresentation=Contrastive embedding, Evaluation Protocol=Learned Representations + Linear Probe2026.05 | 61.43 | |
| Raw pose + SVMRepresentation=Joint coordinates, Evaluation Protocol=Hand-crafted Features + Linear Probe2026.05 | 54.26 | |
| PCA + SVMRepresentation=PCA components, Evaluation Protocol=Hand-crafted Features + Linear Probe2026.05 | 53.41 | |
| MOMENT (frozen)Representation=Pretrained embedding, Evaluation Protocol=Learned Representations + Linear Probe2026.05 | 50.92 | |
| Random GuessEvaluation Protocol=Reference2026.05 | 11.11 |