Action Classification on EgoExo4D official benchmark
56.85Ego AccuracyP-JEPA + Streaming Probe
Evaluation Results
| Method | Links | |
|---|---|---|
| P-JEPA + Streaming ProbeTrain Data=ego, LLM=no2026.06 | 56.85 | |
| ProVideLLM-8B/11Train Data=ego, LLM=yes2026.06 | 44.36 | |
| VideoLLM-MoDTrain Data=ego, LLM=yes2026.06 | 42.62 | |
| View-Invariant Enc.Train Data=egoX, LLM=no2026.06 | 40.34 | |
| EgoVLPv2Train Data=egoX, LLM=no2026.06 | 39.1 | |
| Viewpoint DistillationTrain Data=egoX, LLM=no2026.06 | 38.19 | |
| TimeSformerTrain Data=ego, LLM=no2026.06 | 35.13 |