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Benchmarks
Video Temporal Grounding on Ego4D NLQ
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13.8
Recall@1 (IoU=0.3)
TaRO
3.4416
6.1308
8.82
11.5092
Jun 8, 2026
Recall@1 (IoU=0.3)
Recall@1 (IoU=0.5)
Recall@1 (IoU=0.7)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@1 (IoU=0.3)
Recall@1 (IoU=0.5)
Recall@1 (IoU=0.7)
TaRO
Base model=Qwen3-VL-8B...
2026.06
13.8
7.86
4.17
TaRO
Base model=Qwen2.5-VL-...
2026.06
8.19
4.55
1.93
Time-R1
Base model=Qwen2.5-VL-...
2026.06
6.48
3.29
1.49
Qwen3-VL-8B-Instruct
Base model=Qwen3-VL-8B...
2026.06
5.1
2.94
1.52
VideoChat-R1.5
Base model=Qwen2.5-VL-...
2026.06
3.84
1.78
0.86
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