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Compositional Reasoning on GQA
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62
Accuracy (GQA Compositional Reasoning)
FP16 (Baseline)
1.992
17.571
33.15
48.729
Sep 28, 2025
Accuracy (GQA Compositional Reasoning)
Updated 1mo ago
Evaluation Results
Method
Method
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Accuracy (GQA Compositional Reasoning)
FP16 (Baseline)
Backbone=LLaVA-1.5 7B,...
2025.09
62
AWQ
Backbone=LLaVA-1.5 7B,...
2025.09
61.5
GPTQ
Backbone=LLaVA-1.5 7B,...
2025.09
61.4
FP16 (Baseline)
Backbone=Qwen 2.5 VL 7...
2025.09
60.5
AWQ
Backbone=Qwen 2.5 VL 7...
2025.09
60.5
GPTQ
Backbone=Qwen 2.5 VL 7...
2025.09
60.1
GPTQ
Backbone=LLaVA-1.5 7B,...
2025.09
58.8
LUQ
Backbone=LLaVA-1.5 7B,...
2025.09
58.2
OmniQuant
Backbone=Qwen 2.5 VL 7...
2025.09
57.5
GPTQ
Backbone=Qwen 2.5 VL 7...
2025.09
53.4
LUQ
Backbone=Qwen 2.5 VL 7...
2025.09
52.9
OmniQuant
Backbone=LLaVA-1.5 7B,...
2025.09
39.2
SlimLLM
Backbone=LLaVA-1.5 7B,...
2025.09
37.7
SlimLLM
Backbone=LLaVA-1.5 7B,...
2025.09
34.4
BiLLM
Backbone=LLaVA-1.5 7B,...
2025.09
22.7
OmniQuant
Backbone=LLaVA-1.5 7B,...
2025.09
15.1
OmniQuant
Backbone=Qwen 2.5 VL 7...
2025.09
12.8
BiLLM
Backbone=Qwen 2.5 VL 7...
2025.09
4.3
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