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Benchmarks
Cross-modal Retrieval on InstVL img 1K (Global)
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99.2
T2V R@1
InstAP
56.56
67.63
78.7
89.77
Apr 9, 2026
T2V R@1
V2T R@1
Updated 9d ago
Evaluation Results
Method
Method
Links
T2V R@1
V2T R@1
InstAP
2026.04
99.2
99.1
VideoPrism
2026.04
97.4
97.6
UMT-L (InstVL; g)
training_corpus=InstVL...
2026.04
96.2
97.1
SigLIP
2026.04
95.7
98.2
ViCLIP
2026.04
95.1
93.5
UMT-L
2026.04
94.7
95.3
OpenCLIP
2026.04
94.4
98.1
CLIP4Clip
2026.04
93.4
96
UMT-L (InstVL; g+i)
training_corpus=all In...
2026.04
93.2
94.3
Coca
2026.04
86.2
91.5
CLIP-ViP
2026.04
78.4
89.2
MCQ
2026.04
58.2
60.1
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