---
title: decision-index-vision-leaderboard
canonical_url: "https://www.modelscope.cn/datasets/multimodalart/decision-index-vision-leaderboard"
md_url: "https://www.modelscope.cn/datasets/multimodalart/decision-index-vision-leaderboard.md"
repository: multimodalart/decision-index-vision-leaderboard
last_updated: 2026-10-30
license: cc-by-4.0
storage_size: "32 KB"
downloads: 54
stars: 0
---

# decision-index-vision-leaderboard

> decision-index-vision-leaderboard - multimodalart 在 ModelScope 开源的数据集。Decision Index Vision

multimodalart/decision-index-vision-leaderboard 是 ModelScope 魔搭社区上的数据集，存储大小 32 KB，采用 cc-by-4.0 许可。

- **Repository**: multimodalart/decision-index-vision-leaderboard
- **License**: cc-by-4.0
- **Storage size**: 32 KB
- **Downloads**: 54
- **Stars**: 0
- **Last updated**: 2026-10-30

Source: https://www.modelscope.cn/datasets/multimodalart/decision-index-vision-leaderboard

---

# Decision Index Vision

The vision board of the [Jev Decision Index](https://huggingface.co/spaces/multimodalart/jev-decision-index): decisions over images and screens. Text board: [multimodalart/decision-index-leaderboard](https://huggingface.co/datasets/multimodalart/decision-index-leaderboard).

Tasks (each is its own leaderboard):

- `decision_index_vision`: Full = mean of the public and private vision scores.
- `public`: the 11 public vision benchmarks.
- `private`: the private vision sets (not released; only aggregate scores are published).

Images are capped at 1.6 MP for every model. Methodology: https://huggingface.co/spaces/multimodalart/jev-decision-index.

This repo mirrors the board: `leaderboard` has one row per model (62 entries), `benchmarks` the per-benchmark public scores. It is regenerated whenever the board is updated.

## Top 10

| Rank | Model | Full |
|---|---|---|
| 1 | WeMM-JEV-27B | 73.81 |
| 2 | RBDash-Decision v0.2 | 73.30 |
| 3 | vLLM-SR d3-turbo v1.1 (27B) | 72.46 |
| 4 | Amos 1 Large (27B) | 72.40 |
| 5 | AutoTrust-JEV-27B v1.1 | 71.89 |
| 6 | Perplexity Decider v1.2 (27B) | 71.72 |
| 7 | StartLux-Decision v1.1 27B | 71.61 |
| 8 | Fastino GLiDE 1.2 | 71.46 |
| 9 | VisionJEV 1.0.0 (27B) | 71.42 |
| 10 | vLLM-SR d3 (27B) | 71.26 |

Generated 2026-10-29T14:04:16Z.