HAERAE-Vision - Entertainment/Arts: leaderboard

The 50 entertainment and arts questions of HAERAE-Vision (What Users Leave Unsaid, Choi et al., ACL 2026 Findings): real Korean community questions about media, characters, celebrities and artworks, asked with images in the users' original under-specified wording. A GPT-5-mini judge scores each answer against a 1-5 item checklist (met 1, partly met 0.5, not met 0); the score is the mean checklist credit per question, in percent, averaged over three runs; higher is better.

Metric: Checklist Score (%; original under-specified queries, GPT-5-mini judge, mean of 3 runs). Source: arxiv.org. Saturation forecast: Around February 2027. 45 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro44.37#262
2GPT-533.8#163
3Gemini 2.5 Flash31.92#452
4GPT-5 Mini25.54#349
5Grok 424.77#306
6Qwen 3 VL 235B A22B Instruct22.75#521
7Qwen 3 VL 235B A22B (Thinking)20.29#451
8Qwen 3 VL 32B Instruct19.67#582
9Qwen 3 VL 32B (Thinking)19.19#557
10Gemini 2.5 Flash Lite18.82#958
11Qwen 3 VL 30B A3B (Thinking)17.81#710
12Qwen 3 VL 30B A3B Instruct15.12#870
13Qwen 3 VL 4B (Thinking)14.92#1303
14Qwen 3 VL 8B (Thinking)14.1#887
15GPT-5 Nano12.81#888

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=haerae-vision-entertainment-arts · How It Works · Data refreshed daily, snapshot 2026-11-12.