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Hallucination Robustness on HallusionBench

58.4Score

PerceptionDLM-Base

Updated 1mo ago

Evaluation Results

Method	Links
PerceptionDLM-Base 2026.06		58.4
PolarMem 2026.01		57.8
PolarMem 2026.01		56.3
ViLoMem 2026.01		55.1
ViLoMem 2026.01		54.9
Vanilla RAG 2026.01		54.9
InternVL-3.5-8B 2026.01		54.7
ViLoMem 2026.01		53.8
QWEN2.5-VL-32B 2026.01		53.5
PolarMem 2026.01		52.9
QWEN2.5-VL-7B 2026.01		52.7
Vanilla RAG 2026.01		52.7
PolarMem 2026.01		52
Qwen2.5-VL 2026.06		51.9
ViLoMem 2026.01		51.5
LLaDA-V 2026.06		50.9
Vanilla RAG 2026.01		50.3
InternVL3 2026.06		49.9
ViLoMem 2026.01		49.6
PolarMem 2026.01		49
PolarMem 2026.01		48
PolarMem 2026.01		48
ViLoMem 2026.01		46.9
DeepSeek-VL2 2026.01		46.2
LLaVA-Next-Mistral-7B 2026.01		45.4
ViLoMem 2026.01		45.2
ViLoMem 2026.01		45.1
InternVL-3.5-4B 2026.01		44.8
Vanilla RAG 2026.01		44.8
LLaVA-Next-Llama-3-8B 2026.01		44.7
SDAR-VL 2026.06		44.4
Vanilla RAG 2026.01		44
Vanilla RAG 2026.01		43.4
DeepSeek-VL2-Small 2026.01		43.4
PolarMem 2026.01		42.8
Vanilla RAG 2026.01		42.8
Vanilla RAG 2026.01		40.5