ViDoRe V3 Pipeline

Visual Document Retrieval Benchmark V3 pipeline leaderboard for English-only full retrieval systems, including NDCG@5 and latency metrics.

11rows
average_ndcg_at_5_englishprimary metric
2026-05-06sampled

Metadata

ID
vidore_v3_pipeline
Category
Retrieval
Release
2026-01-13

Metrics

Average NDCG@5 English, Indexing Latency (lower is better), Search Latency (lower is better), computer science ndcg at 5, energy ndcg at 5, finance en ndcg at 5, finance fr ndcg at 5, hr ndcg at 5, industrial ndcg at 5, pharmaceuticals ndcg at 5, physics ndcg at 5

Latest Results

Rows are parsed from public ViDoRe Benchmark GitHub pipeline result JSON files. Score is mean English NDCG@5 across available ViDoRe V3 datasets.

Rank Subject Average NDCG@5 English Model Match Provenance Sampled
1 NeMo Retriever Agentic (ColEmbed-VL-8B + Opus 4.5) 0.67 — Imported 2026-05-06
2 jina-embeddings-v4 + zerank-2 (text) 0.63 — Imported 2026-05-06
3 nemotron-colembed-vl-8b-v2 0.62 — Imported 2026-05-06
4 llama-nemotron-embed-vl + rerank-vl-1b-v2 (image+text) 0.60 — Imported 2026-05-06
5 llama-nemotron-colembed-vl-3b-v2 0.59 — Imported 2026-05-06
6 jina-embeddings-v4 + jina-reranker-m0 (image) 0.58 — Imported 2026-05-06
7 llama-nemotron-embed-vl + rerank-vl-1b-v2 (image) 0.56 — Imported 2026-05-06
8 llama-nemotron-embed-vl-1b-v2 (image+text) 0.53 — Imported 2026-05-06
9 qwen3-embedding-8b 0.51 — Imported 2026-05-06
10 llama-nemotron-embed-vl-1b-v2 (image) 0.50 — Imported 2026-05-06
11 mxbai-edge-colbert-v0-32m 0.42 — Imported 2026-05-06