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ResearchFormerly WizWand

Visual Question Answering on CLEAR 1.0 (Retain)

70.9AccuracyVanilla
23.99636.17348.3560.527Dec 12, 2025
Updated 8mo ago

Evaluation results

MethodLinks
VanillaBackbone=Qwen2-VL-7B2025.1270.9
Visual Knowledge DistillationBackbone=Qwen2-VL-7B2025.1270.9
VanillaBackbone=Qwen2-VL-7B2025.1269.2
Visual Knowledge DistillationBackbone=Qwen2-VL-7B2025.1269
KL MinBackbone=Qwen2-VL-7B2025.1268.9
NPOBackbone=Qwen2-VL-7B2025.1268.9
MMUBackbone=Qwen2-VL-7B2025.1268.9
KL MinBackbone=Qwen2-VL-7B2025.1268.4
NPOBackbone=Qwen2-VL-7B2025.1268.3
MMUBackbone=Qwen2-VL-7B2025.1268.3
MANUBackbone=Qwen2-VL-7B2025.1266.2
GA DiffBackbone=Qwen2-VL-7B2025.1266
GABackbone=Qwen2-VL-7B2025.1265.9
MANUBackbone=Qwen2-VL-7B2025.1265.2
GA DiffBackbone=Qwen2-VL-7B2025.1264.4
GABackbone=Qwen2-VL-7B2025.1262.4
VanillaBackbone=LLaVA-1.5-7B2025.1254
VanillaBackbone=LLaVA-1.5-7B2025.1253.7
Visual Knowledge DistillationBackbone=LLaVA-1.5-7B2025.1252.8
GABackbone=LLaVA-1.5-7B2025.1251.8
NPOBackbone=LLaVA-1.5-7B2025.1251.8
KL MinBackbone=LLaVA-1.5-7B2025.1251.5
MMUBackbone=LLaVA-1.5-7B2025.1251.2
MANUBackbone=LLaVA-1.5-7B2025.1249.8
Visual Knowledge DistillationBackbone=LLaVA-1.5-7B2025.1249.6
GABackbone=LLaVA-1.5-7B2025.1248.4
GA DiffBackbone=LLaVA-1.5-7B2025.1247.7
MMUBackbone=LLaVA-1.5-7B2025.1246.6
GA DiffBackbone=LLaVA-1.5-7B2025.1243.4
NPOBackbone=LLaVA-1.5-7B2025.1238.6
KL MinBackbone=LLaVA-1.5-7B2025.1238.1
MANUBackbone=LLaVA-1.5-7B2025.1225.8