---
pretty_name: ViDoRe v3 Retrieval Predictions
language:
- en
- fr
- de
- it
- pt
- es
tags:
- mteb
- vidore
- retrieval
- reranking
---

# ViDoRe v3 Retrieval Predictions

Precomputed first-stage retrieval predictions for ViDoRe v3 tasks, for reuse as reranking candidates. This repository stores prediction files; corpus documents, queries and relevance judgments remain in the source task datasets.

## File layout

```text
<model-organisation>__<model-name>/<document-representation>/<task-name>_predictions.json
```

Model directories follow MTEB's `model_name_as_path()` convention: replace `/` with `__` and spaces with `_`, preserving case. For example, `Qwen/Qwen3-VL-Embedding-2B` becomes `Qwen__Qwen3-VL-Embedding-2B`. The original model ID and revision remain unchanged inside each JSON file. Representation directories describe the actual document inputs used by that retrieval run:

- `text`: document text only.
- `image`: document images only.
- `text-image`: document text and images together.

Each file retains MTEB's original JSON structure and bytes: `mteb_model_meta` records the producer model and revision, and language subset / evaluation split / query ID / document ID mappings contain retrieval scores. Task versions remain in filenames. Languages actually evaluated are those present in each file.

Use a pinned Hugging Face dataset commit when referencing a prediction file for evaluation. Available candidate depth must cover the requested reranking depth.

## Prepared predictions

Each model has prediction files for all eight domains: ComputerScience, Energy, FinanceEn, FinanceFr, Hr, Industrial, Pharmaceuticals and Physics.

| Retriever | Document representation | Directory |
| --- | --- | --- |
| `mteb/baseline-bm25s` | Text | `mteb__baseline-bm25s/text/` |
| `BAAI/bge-m3` | Text | `BAAI__bge-m3/text/` |
| `Qwen/Qwen3-VL-Embedding-2B` | Text and images | `Qwen__Qwen3-VL-Embedding-2B/text-image/` |

The representation describes the first-stage retrieval run, independently of the document inputs used by a subsequent reranker.