MVRB

Massive Visualized IR Benchmark leaderboard evaluating multimodal retrieval models across SR, CSR, SQA, and OVC components.

11rows
overallprimary metric
2026-05-06sampled

Metadata

ID
mvrb
Category
Multimodal
Release
2025-02-17

Metrics

Overall, SR, CSR, SQA, OVC

Latest Results

Rows are parsed from the public MVRB Space results.csv. Source model labels and Hugging Face links are preserved.

Rank Subject Overall Model Match Provenance Sampled
1 BGE-VL-Screenshot 60.61 — Imported 2026-05-06
2 GME 48.14 — Imported 2026-05-06
3 DSE 45.21 — Imported 2026-05-06
4 ColPali 43.64 — Imported 2026-05-06
5 MM-Embed 34.48 — Imported 2026-05-06
6 SigLIP 33.34 — Imported 2026-05-06
7 VLM2Vec 32.19 — Imported 2026-05-06
8 E5-V 25.13 — Imported 2026-05-06
9 CLIP 23.75 — Imported 2026-05-06
10 Uni-IR 19.63 — Imported 2026-05-06
11 VISTA 13.85 — Imported 2026-05-06