List your company
ResearchFormerly WizWand

Localization on RefCOCOg (val)

87.03AccuracyUpper Bound
9.331629.503349.67569.8467Dec 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Upper BoundModel=InternVL-2.5-8B, Token Retention Ratio=100%2025.1287.03
D²PrunerModel=InternVL-2.5-8B, Token Retention Ratio=50%2025.1285.85
FastVModel=InternVL-2.5-8B, Token Retention Ratio=50%2025.1285.01
DivPruneModel=InternVL-2.5-8B, Token Retention Ratio=50%2025.1283.95
DARTModel=InternVL-2.5-8B, Token Retention Ratio=50%2025.1283.37
D²PrunerModel=InternVL-2.5-8B, Token Retention Ratio=25%2025.1282.23
D²PrunerModel=InternVL-2.5-8B, Token Retention Ratio=10%2025.1275.12
FastVModel=InternVL-2.5-8B, Token Retention Ratio=25%2025.1274.96
DivPruneModel=InternVL-2.5-8B, Token Retention Ratio=25%2025.1270.73
DARTModel=InternVL-2.5-8B, Token Retention Ratio=25%2025.1266.83
Upper BoundModel=LLaVA-1.5-7B, Token Retention Ratio=100%2025.1265.36
D²PrunerModel=LLaVA-1.5-7B, Token Retention Ratio=75%2025.1264.07
DARTModel=LLaVA-1.5-7B, Token Retention Ratio=75%2025.1262.38
FastVModel=LLaVA-1.5-7B, Token Retention Ratio=75%2025.1261.83
D²PrunerModel=LLaVA-1.5-7B, Token Retention Ratio=50%2025.1258.44
D²PrunerModel=LLaVA-1.5-7B, Token Retention Ratio=40%2025.1257.03
FastVModel=LLaVA-1.5-7B, Token Retention Ratio=50%2025.1252.96
DARTModel=LLaVA-1.5-7B, Token Retention Ratio=50%2025.1251.41
FastVModel=LLaVA-1.5-7B, Token Retention Ratio=40%2025.1246.26
DARTModel=LLaVA-1.5-7B, Token Retention Ratio=40%2025.1244.36
DivPruneModel=LLaVA-1.5-7B, Token Retention Ratio=75%2025.1239.89
DivPruneModel=InternVL-2.5-8B, Token Retention Ratio=10%2025.1235.19
FastVModel=InternVL-2.5-8B, Token Retention Ratio=10%2025.1232.27
DARTModel=InternVL-2.5-8B, Token Retention Ratio=10%2025.1220.94
DivPruneModel=LLaVA-1.5-7B, Token Retention Ratio=50%2025.1218.22
DivPruneModel=LLaVA-1.5-7B, Token Retention Ratio=40%2025.1212.32