# ViDoRe V3 Image (Perplexity report) leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-pplx-vi-do-re-v3-image

Every model the catalog carries a published ViDoRe V3 Image (Perplexity report) value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Public ViDoRe V3 retrieval |
| Tasks | — |
| Difficulty | Visual document retrieval |
| Published by | [Perplexity multimodal late-interaction embedding model card](https://huggingface.co/perplexity-ai/pplx-embed-v2-late-9b/blob/77e936a1b18ed2ac00b7c76fccd70dc6a1bb1c18/README.md) |

Perplexity reports public ViDoRe V3 image retrieval nDCG@10 of 62.3 for the 0.6B model and 65.2 for the 9B model.

## ViDoRe V3 Image (Perplexity report) ranking

2 models with a published ViDoRe V3 Image (Perplexity report) value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.

| Rank | Model | Provider | Public ViDoRe V3 retrieval | Evidence |
| --- | --- | --- | --- | --- |
| 1 | [pplx-embed-v2-late-9b](https://modelscale.dev/models/pplx-embed-v2-late-9b) | Perplexity | 65.2 | Observed 2026-10-23 · source benchlm:models |
| 2 | [pplx-embed-v2-late-0.6b](https://modelscale.dev/models/pplx-embed-v2-late-0-6b) | Perplexity | 62.3 | Observed 2026-10-23 · source benchlm:models |

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.