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Benchmarks
Multimodal Understanding on SEED-I
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77.2
Accuracy
PVC InternVL2 (Ours)
33.52
44.86
56.2
67.54
Apr 25, 2024
Jun 2, 2024
Jul 11, 2024
Aug 18, 2024
Sep 26, 2024
Nov 3, 2024
Dec 12, 2024
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
PVC InternVL2 (Ours)
Size=8B, #token /image...
2024.12
77.2
GPT-4o
2024.12
76.2
InternVL2
Size=8B, #token /image...
2024.12
76.2
IXC-2.5
Size=7B, #token /image...
2024.12
75.4
LLaVA-OV
Size=7B, #token /image...
2024.12
75.4
PVC InternVL2 (Ours)
Size=2B, #token /image...
2024.12
73.2
InternVL2
Size=2B, #token /image...
2024.12
71.6
SoM-LLaVA-1.5
LLM=Vicuna-13B, Res.=3...
2024.04
69.6
SoM-LLaVA-1.5-T
LLM=Vicuna-13B, Res.=3...
2024.04
69.5
SPHINX
LLM=LLAMA2-7B, Res.=224
2024.04
69.1
LLaVA-1.5
LLM=Vicuna-13B, Res.=3...
2024.04
68.2
Qwen-VL-Chat
LLM=Qwen-7B, Res.=448,...
2024.04
65.4
mPLUG-Owl-2
LLM=LLAMA2-7B, Res.=44...
2024.04
64.1
Qwen-VL
LLM=Qwen-7B, Res.=448,...
2024.04
62.3
InstructBLIP
LLM=Vicuna-7B, Res.=22...
2024.04
58.8
InstructBLIP
LLM=Vicuna-13B, Res.=2...
2024.04
58.2
GPT-4V
2024.12
49.9
BLIP-2
LLM=Vicuna-13B, Res.=2...
2024.04
49.7
LLaMA-Adapter-V2
LLM=LLAMA2-7B, Res.=336
2024.04
35.2
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