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Benchmarks
Video-to-Text Retrieval on ReversedInTime
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71.3
Binary Accuracy
Tarsier + TARA
48.94
54.745
60.55
66.355
Dec 15, 2025
Binary Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
Binary Accuracy
Tarsier + TARA
Evaluation Protocol=Ze...
2025.12
71.3
ArrowRL-Qwen2.5
Evaluation Protocol=Fi...
2025.12
69.6
ArrowR-Qwen2
Evaluation Protocol=Fi...
2025.12
68.8
Qwen2.5VL
Evaluation Protocol=Ze...
2025.12
66.6
Tarsier
Evaluation Protocol=Ze...
2025.12
65
Qwen2VL
Evaluation Protocol=Ze...
2025.12
62.3
UMT-Neg
Evaluation Protocol=Fi...
2025.12
54.2
UMT
Evaluation Protocol=Fi...
2025.12
51.3
Internvideo2-1B
Evaluation Protocol=Ze...
2025.12
51
Singularity
Evaluation Protocol=Ze...
2025.12
49.9
CLIP4Clip
Evaluation Protocol=Fi...
2025.12
49.8
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