MaMe-Re (Speech Text): leaderboard
Manga meme reply selection (MaMe-Re; Kohita and Yoshioka, 2026): given a Japanese social-media post, the model picks the funniest reply among 400 panels of the free-licensed manga Black Jack ni Yoroshiku, each given by its speech text. Every post-panel pair was rated funny or not by five crowdworkers; Score@1 is the mean share of raters who found the chosen panel funny, in percent over 250 posts (random choice scores about 25.5); higher is better.
Metric: Score@1 (%; mean share of five crowdworkers who rated the chosen manga-panel reply funny, 250 contexts, panels given by their speech text). Source: arxiv.org. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 Mini (2025-08-07) | 32.2 | #341 |
| 2 | GPT-5 | 31.4 | #163 |
| 3 | Gemini 2.5 Flash | 29.6 | #452 |
| 4 | GPT-OSS-120B | 29.2 | #699 |
| 5 | Gemini 2.5 Pro | 28.6 | #262 |
| 6 | Claude Sonnet 4 (20250514) | 28 | #386 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=mame-re-speech-text · How It Works · Data refreshed daily, snapshot 2026-11-12.