ALPBench - Badminton Rackets (Profile F1): leaderboard
Metric: Profile-level F1 (%): the harmonic mean of the shares of predicted and of ground-truth attribute combinations that match exactly (every attribute right), for the next purchased badminton rackets item's attribute combination (price range, brand, material and level), predicted zero-shot from 100 users' one-year Kuaishou e-commerce interaction histories (clicks, add-to-cart and purchases with titles, selling points and price tiers, up to about 340K tokens); ground truth from verified purchases after a shopping festival cut-off; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 15 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Seed 1.8 | 25.5 | #136 |
| 2 | Qwen 3 Max (Preview) | 23.67 | #224 |
| 3 | MiniMax-M2 | 22.07 | #307 |
| 4 | Gemini 2.5 Flash | 21.56 | #237 |
| 5 | Qwen 3 30B A3B 2507 (Thinking) | 21 | #366 (Qwen 3 30B A3B 2507) |
| 6 | Gemini 2.5 Pro | 19.3 | #145 |
| 7 | GLM-4.6 | 19.2 | #246 |
| 8 | Claude Sonnet 4.5 | 19.03 | #138 |
| 9 | MiniMax-M2.1 | 18.77 | #283 |
| 10 | GPT-5.2 Instant | 17.8 | #205 |
| 11 | DeepSeek V3.2 | 17.73 | #198 |
| 12 | GLM-4.5 | 17.23 | #265 |
| 13 | DeepSeek R1 | 16.67 | #245 |
| 14 | Qwen 3 235B A22B 2507 Instruct | 15.8 | #291 |
| 15 | Kimi K2 | 15.33 | #236 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=alpbench-badminton-rackets-profile-f1 · How It Works · Data refreshed daily, snapshot 2026-10-11.