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Visual Question Answering on VQA v2 (Performance and Efficiency)
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81.2
VQA Score
Default
77.664
78.582
79.5
80.418
Mar 20, 2026
VQA Score
Latency (ms)
Memory Usage (GB)
Energy Consumption (J)
Updated 25d ago
Evaluation Results
Method
Method
Links
VQA Score
Latency (ms)
Memory Usage (GB)
Energy Consumption (J)
Default
Model=InternVL-Chat
2026.03
81.2
92.5
22.5
1.42
AdaptiveEfficientLLM
Model=InternVL-Chat
2026.03
80.8
58.2
12.8
0.85
EfficientLLM Rec.
Model=InternVL-Chat
2026.03
80.5
75.8
17.5
1.15
Default
Model=LLaVA-1.5-7B
2026.03
78.5
85.2
18.5
1.25
AdaptiveEfficientLLM
Model=LLaVA-1.5-7B
2026.03
78.2
52.8
10.8
0.72
EfficientLLM Rec.
Model=LLaVA-1.5-7B
2026.03
77.8
68.5
14.2
0.95
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