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ResearchFormerly WizWand

Retrieval on ATIR A→T (test)

84.69R@1ATIR-Qwen-3B
6.814827.032447.2567.4676Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ATIR-Qwen-3BSetting=Interleaved2026.0484.6989.27
ATIR-Qwen-3BSetting=Interleaved2026.0481.7487.88
ColQwen-Omni-3BSetting=Fused2026.0479.6985.46
Qwen3-Embedding-4BSetting=Text2026.0476.6484.03
Omni-Embed-Nemotron-3BSetting=Fused, Note=Finetuned2026.0475.4781.02
Omni-Embed-Nemotron-3BSetting=Fused, Note=Finetuned2026.0473.2881.56
ColQwen-Omni-3BSetting=Fused2026.0469.8578.89
Qwen3-Embedding-4BSetting=Text2026.0469.2476.37
E5-largeSetting=Text2026.0466.4473.04
E5-largeSetting=Text2026.0466.274.83
BGE-largeSetting=Text2026.0465.3374.16
BGE-largeSetting=Text2026.0461.3669.57
M2D-CLAPSetting=Cross2026.0434.4249.79
M2D-CLAPSetting=Cross2026.0422.5330.58
CLAPSetting=Cross2026.0420.8731.64
LAION-CLAPSetting=Cross2026.0416.0426.07
CLAPSetting=Cross2026.0412.4519.63
LAION-CLAPSetting=Cross2026.049.8114.52