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Benchmarks
Text-to-text Retrieval on COCO
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31.9
mAP
OVI (T→I)
25.868
27.434
29
30.566
Mar 20, 2026
mAP
Updated 2mo ago
Evaluation Results
Method
Method
Links
mAP
OVI (T→I)
Intra-modal=false, Bac...
2026.03
31.9
IsoCLIP
Intra-modal=true, Back...
2026.03
31.9
IsoCLIP
Intra-modal=true, Back...
2026.03
30.1
Text-Text
Intra-modal=true, Back...
2026.03
29.8
OVI (T→I)
Intra-modal=false, Bac...
2026.03
29.4
IsoCLIP
Intra-modal=true, Back...
2026.03
29.1
IsoCLIP
Intra-modal=true, Back...
2026.03
28.9
OVI (T→I)
Intra-modal=false, Bac...
2026.03
28.3
OVI (T→I)
Intra-modal=false, Bac...
2026.03
28.2
Text-Text
Intra-modal=true, Back...
2026.03
26.7
Text-Text
Intra-modal=true, Back...
2026.03
26.2
Text-Text
Intra-modal=true, Back...
2026.03
26.1
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