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ResearchFormerly WizWand

Fine-grained Visual Perception on MagnifierBench

42.7Multi-ScoreOtterHD-8B
2.24412.74723.2533.753Nov 7, 2023
Updated 8mo ago

Evaluation results

MethodLinks
OtterHD-8BI/R Pairs=370K, Train Res.=Dynamic, Eval Res.=Original2023.1142.739.9
OtterHD-8BI/R Pairs=370K, Train Res.=1024, Eval Res.=10242023.1137.837.2
OtterHD-8BI/R Pairs=370K, Train Res.=512, Eval Res.=5122023.1133.531.4
Fuyu-8BEval Res.=Original2023.1129.315.2
LLaVA-7B1.5I/R Pairs=3.6M, Train Res.=336, Eval Res.=3362023.1126.824.7
Otter-9BI/R Pairs=150K, Train Res.=224, Eval Res.=2242023.1125.715.8
Idefics-9BinstructI/R Pairs=1M, Train Res.=224, Eval Res.=2242023.1120.813.4
Qwen-VL-7BchatI/R Pairs=1.4B, Train Res.=448, Eval Res.=4482023.1114.515.9
InstructBLIP-7BI/R Pairs=1.2M, Train Res.=224, Eval Res.=2242023.115.615.2
InstructBLIP-13BI/R Pairs=1.2M, Train Res.=224, Eval Res.=2242023.113.816.3