Multimodal Manipulation Detection on MDSM (test) benchmark leaderboard · SOTA2 Research

Multimodal Manipulation Detection on MDSM (test)

82ACCCORE_Gemma

Evaluation Results

Method	Links
CORE_Gemma2026.06		82
CORE_Gemma2026.06		79.3
CORE_Qwen2026.06		74.5
CORE_Qwen2026.06		74.1
CORE_Qwen2026.06		70.1
CORE_Gemma2026.06		70
CORE_Qwen2026.06		69
CORE_Gemma2026.06		68.4
Gemma3-4B2026.06		63
HAMMER2026.06		62.2
HAMMER++2026.06		62.2
RamDG2026.06		61.7
Qwen2.5VL-3B2026.06		60.3
HAMMER++2026.06		60
HAMMER2026.06		59.8
RamDG2026.06		58.7
Qwen2.5VL-3B2026.06		58.1
Gemma3-4B2026.06		57.7
SeedVL-1.52026.06		57.2
SeedVL-1.52026.06		57.2
SeedVL-1.52026.06		57.2
SeedVL-1.52026.06		57.2
Qwen3VL-235B2026.06		56.2
Qwen3VL-235B2026.06		56.2
Qwen3VL-235B2026.06		56.2
Qwen3VL-235B2026.06		56.2
HAMMER++2026.06		54
HAMMER2026.06		53.9
RamDG2026.06		53.7
Qwen2.5VL-3B2026.06		53.2
Gemma3-27B2026.06		52.9
Gemma3-27B2026.06		52.9
Gemma3-27B2026.06		52.9
Gemma3-27B2026.06		52.9
Gemma3-4B2026.06		52
AMD2026.06		51.3
FKA-Owl2026.06		51.1
LLaMA3.2-90B2026.06		50.8
LLaMA3.2-90B2026.06		50.8
LLaMA3.2-90B2026.06		50.8
LLaMA3.2-90B2026.06		50.8
Qwen2.5VL-3B2026.06		50.3
Gemma3-4B2026.06		49.8
RamDG2026.06		48.9
HAMMER2026.06		48.1
HAMMER++2026.06		48
FKA-Owl2026.06		45.3
AMD2026.06		43.9
FKA-Owl2026.06		43.8
FKA-Owl2026.06		41.3
AMD2026.06		40.7
AMD2026.06		38.2