HAERAE-Vision - Gaming: leaderboard

The 91 gaming questions of HAERAE-Vision (What Users Leave Unsaid, Choi et al., ACL 2026 Findings): real Korean community questions about video games, mostly asked from screenshots 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 Pro36.67#262
2GPT-532.34#163
3GPT-5 Mini29.22#349
4Grok 429#306
5Gemini 2.5 Flash26.7#452
6Qwen 3 VL 235B A22B (Thinking)23.97#451
7Qwen 3 VL 235B A22B Instruct23.28#521
8Qwen 3 VL 32B (Thinking)19.76#557
9Qwen 3 VL 30B A3B Instruct18.86#870
10Qwen 3 VL 32B Instruct18.13#582
11Qwen 3 VL 30B A3B (Thinking)18.06#710
12Gemini 2.5 Flash Lite17.97#958
13Mistral Medium 3.116.01#852
14Gemma 3 27B13.75#1638
15Qwen 3 VL 8B Instruct13.61#982

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-gaming · How It Works · Data refreshed daily, snapshot 2026-11-12.