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General Text Question Answering on SQuAD

76.4AccuracyVimRAG
61.63265.46669.373.134Feb 13, 2026

Evaluation results

MethodLinks
VimRAGBackbone=Qwen3-VL-8B-Instruct2026.0276.4
MemAgentBackbone=Qwen3-VL-8B-Instruct2026.0274.8
VimRAGBackbone=Qwen3-VL-4B-Instruct2026.0273.7
MemAgentBackbone=Qwen3-VL-4B-Instruct2026.0270.4
Mem1Backbone=Qwen3-VL-8B-Instruct2026.0268.4
Mem1Backbone=Qwen3-VL-4B-Instruct2026.0267.5
ReActBackbone=Qwen3-VL-8B-Instruct2026.0265.5
UniversalRAGBackbone=Qwen3-VL-8B-Instruct2026.0265.3
UniversalRAGBackbone=Qwen3-VL-4B-Instruct2026.0264.7
Vanilla RAGBackbone=Qwen3-VL-8B-Instruct2026.0264.2
ReActBackbone=Qwen3-VL-4B-Instruct2026.0263.8
VideoRAGBackbone=Qwen3-VL-4B-Instruct2026.0263.2
Vanilla RAGBackbone=Qwen3-VL-4B-Instruct2026.0263
VideoRAGBackbone=Qwen3-VL-8B-Instruct2026.0262.2