Visual Document Retrieval on VisDoc OOD (NDCG@5)

73.5NDCG@5

NemColEmbed V2 8B

Updated 2d ago

Evaluation Results

Method	Links
NemColEmbed V2 8B 2026.05		73.5
GME-Qwen2-7B 2026.05		69.3
Qwen3-VL-Emb-2B 2026.05		69.2
ColPali 2026.05		66.5
ColModernVBERT 2026.05		66.1
V-SPLADE + BiModernVBERT + BM25 (unstr.) 2026.05		64
V-SPLADE + BiModernVBERT 2026.05		63.8
V-SPLADE + BM25 (unstr.) 2026.05		62.2
V-SPLADE quality 2026.05		61.7
E5-V 2026.05		60.8
BGE-M3 (caption) 2026.05		60.7
V-SPLADE efficient 2026.05		59.5
BM25 (caption) 2026.05		58
ColFlor 2026.05		57.3
VLM2Vec 2026.05		54
BiModernVBERT 2026.05		53.4
BGE-M3 (unstr.) 2026.05		52.1
BM25 (unstr.) 2026.05		51.2
Jina CLIP v2 2026.05		47.2
SigLIP2-L 2026.05		34.8
JSDO-Sparse 2026.05		29.7
D2S 2026.05		9.6