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Benchmarks
Efficiency Metrics for Visual Question Answering on GQA
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1,699
Token Count
InternVL2
25.64
460.07
894.5
1,328.93
Dec 5, 2024
Token Count
TFLOPs
GPU Memory (GB)
Response Time (s)
Throughput (samples/s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Token Count
TFLOPs
GPU Memory (GB)
Response Time (s)
Throughput (samples/s)
InternVL2
Parameters=2B
2024.12
1,699
5.1
9.3
0.24
3.7
IMP
Parameters=3.1B
2024.12
729
0.3
8.4
0.12
9.2
LLaVA
Parameters=7B, Version...
2024.12
576
4.41
15.3
0.11
7.4
FlashSloth-HD
Parameters=3.2B
2024.12
414
2.71
7.8
0.11
7.1
Qwen2-VL
Parameters=2B
2024.12
352
1.5
9.3
0.13
5.5
FlashSloth
Parameters=3.2B
2024.12
90
0.08
7.6
0.05
12.6
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