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Benchmarks
Depth-to-Text Retrieval (via Vision pivot) on SUN to NYU (test)
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38.7
mAP
IB+BB
6.252
14.676
23.1
31.524
Feb 6, 2026
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
IB+BB
Backbone=ImageBind, Va...
2026.02
38.7
LB+BB
Backbone=LanguageBind,...
2026.02
36.8
LB+BB
Backbone=LanguageBind,...
2026.02
32.1
IB+BB
Backbone=ImageBind, Va...
2026.02
31.2
LB+FT
Backbone=LanguageBind,...
2026.02
15.2
IB+FT
Backbone=ImageBind, Va...
2026.02
15.1
LB+FT
Backbone=LanguageBind,...
2026.02
13.6
IB
Backbone=ImageBind, Va...
2026.02
13.5
IB+FT
Backbone=ImageBind, Va...
2026.02
13.2
LB
Backbone=LanguageBind,...
2026.02
12.6
LB
Backbone=LanguageBind,...
2026.02
8.9
IB
Backbone=ImageBind, Va...
2026.02
7.5
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