| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OntoEvent (test) | OntoED | F1 Score65.51 | 35 | 4d ago | |
| Event-9185 fine-tuned | TCL | ACC@160.89 | 12 | 4d ago | |
| Event-11 (fine-tuned) | TCL | ACC@168.69 | 12 | 4d ago | |
| MAVEN (test dev) | ICE-O+TFE&ER+ | Micro-F1 (Session 1)92.2 | 11 | 4d ago | |
| ONTOEVENT-DOC (test) | OntoED | Precision64.32 | 8 | 4d ago | |
| AudioSet and VGGSound (test) | MM student (sup) | mAP43.4 | 8 | 4d ago | |
| OntoEvent (overall) | OntoED | Precision75.46 | 7 | 4d ago | |
| Soccer Pretraining Dataset | SoccerMaster | Accuracy0.738 | 4 | 4d ago | |
| HEDGE-Video SoccerChat 1.0 (test) | Qwen2.5-VL | SE (Embedding)62.7 | 3 | 4d ago |
