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Visio-linguistics Compositionality on Hard Positive Compositional Benchmark SWAP (test)
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66.1
Test Accuracy (Original)
MACCO-CLIP
60.796
62.173
63.55
64.927
Jun 11, 2026
Test Accuracy (Original)
Test Accuracy (Augmented)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Accuracy (Original)
Test Accuracy (Augmented)
MACCO-CLIP
2026.06
66.1
53.8
CLIP-FT
training=fine-tuned
2026.06
63.9
48.4
CLIP
training=pre-trained
2026.06
61
49.7
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