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Benchmarks
Compositional Zero-Shot Learning on VAW CZSL
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1.4
AUC
PRPC
0.152
0.476
0.8
1.124
Jul 7, 2026
AUC
Harmonic Mean (HM)
Seen Accuracy
Unseen Accuracy
Attribute Accuracy
Object Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
AUC
Harmonic Mean (HM)
Seen Accuracy
Unseen Accuracy
Attribute Accuracy
Object Accuracy
PRPC
2026.07
1.4
9.3
10.2
8.6
13.6
31.8
LLaVA-Next-7B
2026.07
0.7
7
7.1
6.9
11.2
25.7
InternVL2-8B
2026.07
0.6
6.2
7.4
5.3
10.9
24.1
Qwen3.0-VL-8B
2026.07
0.6
6.1
5.8
6.5
9.9
23.1
DeepSeek-VL2-Tiny
2026.07
0.4
4.6
4.4
5
9
22.5
Molmo-7B-D
2026.07
0.3
4.5
5.1
4
8.9
20.7
CLIP
2026.07
0.2
3.7
3.9
9.6
7.7
24
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