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Benchmarks
Concept Detection on Surfaces
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0.501
F1 Score
SuperAct
0.33772
0.38011
0.4225
0.46489
Dec 4, 2025
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
SuperAct
Backbone=CLIP (92% depth)
2025.12
0.501
MeanTok
Backbone=CLIP (92% depth)
2025.12
0.479
CLS
Backbone=CLIP (92% depth)
2025.12
0.419
RandTok
Backbone=CLIP (92% depth)
2025.12
0.345
LastTok
Backbone=CLIP (92% depth)
2025.12
0.344
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