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Multimodal Retrieval on M5Product (test)

18.27Recall@1MOON3.0
-0.02364.72579.47514.2243Apr 1, 2026

Evaluation results

MethodLinks
MOON3.0Setting=Zero-shot2026.0418.2746.8459.96
MOON3.0Setting=Zero-shot2026.0416.5141.0852.64
Qwen3-VL-2B (SFT)Setting=SFT (Supervised Fine-Tuning)2026.0415.7933.1745.87
MOON2.0Setting=Zero-shot2026.0415.2725.6938.45
MOON2.0Setting=Zero-shot2026.0415.2127.3739.27
Qwen3-VL-2B (SFT)Setting=SFT (Supervised Fine-Tuning)2026.0414.5329.2343.11
GME-Qwen2VLSetting=Zero-shot2026.0414.4926.6139.4
MOONSetting=Zero-shot2026.0414.2725.0532.13
GME-Qwen2VLSetting=Zero-shot2026.0413.9624.2535.42
InternVL3.5-2B (SFT)Setting=SFT (Supervised Fine-Tuning)2026.0413.6727.440.4
InternVL3.5-2B (SFT)Setting=SFT (Supervised Fine-Tuning)2026.0413.5132.3841.13
MM-EmbedSetting=Zero-shot2026.0413.4325.3137.96
MM-EmbedSetting=Zero-shot2026.0411.922.3633.23
Qwen3-VL-EmbeddingSetting=Zero-shot2026.0411.8126.5532.98
Qwen3-VL-EmbeddingSetting=Zero-shot2026.0410.4324.3631
MOONSetting=Zero-shot2026.0410.1420.3333.31
SigLIP2Setting=Zero-shot2026.049.5321.7126.87
FashionCLIPSetting=Zero-shot2026.049.2120.7625.65
Qwen3-VL-2BSetting=Zero-shot2026.049.1420.0730.95
CASLIE-SSetting=Zero-shot2026.048.420.4427.04
InternVL3.5-2BSetting=Zero-shot2026.046.6717.2623.7
CASLIE-SSetting=Zero-shot2026.045.6911.1317.9
SigLIP2Setting=Zero-shot2026.042.418.4912.44
Qwen3-VL-2BSetting=Zero-shot2026.041.885.387.89
FashionCLIPSetting=Zero-shot2026.041.162.535.88
InternVL3.5-2BSetting=Zero-shot2026.040.682.313.68