User preference prediction on Anime Pref (test)
73.2AccuracyEP_CRIT
Evaluation Results
| Method | Links | |
|---|---|---|
| EP_CRITModel=gpt-5-2025-08-072025.10 | 73.2 | |
| EP_CRITModel=gpt-5-2025-08-072025.10 | 73.2 | |
| EP_LABELModel=gpt-5-2025-08-072025.10 | 72 | |
| EP_LABELModel=gpt-5-2025-08-072025.10 | 72 | |
| EP_CRITModel=qwen3-235b-a22b-instruct-25072025.10 | 69.6 | |
| EP+SEM_CRITModel=gpt-5-2025-08-072025.10 | 68.8 | |
| EP+SEM_CRITModel=gpt-5-2025-08-072025.10 | 68.8 | |
| EP+SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.10 | 65.2 | |
| EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.10 | 64.8 | |
| EP_LABELModel=qwen3-235b-a22b-instruct-25072025.10 | 64.8 | |
| EP_LABELModel=qwen3-vl-235b-a22b-thinking2025.10 | 64.8 | |
| EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 63.6 | |
| EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 63.6 | |
| EP_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 63.6 | |
| EP+SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 63.6 | |
| EP_CRITModel=gpt-4o-mini-2024-07-182025.10 | 62 | |
| EP+SEM_CRITModel=gpt-4o-mini-2024-07-182025.10 | 61.6 | |
| SEM_CRITModel=qwen3-235b-a22b-instruct-25072025.10 | 61.6 | |
| EP+SEM_CRITModel=gpt-oss-20b2025.10 | 61.2 | |
| EP+SEM_CRITModel=gpt-oss-20b2025.10 | 61.2 | |
| EP_CRITModel=gpt-oss-20b2025.10 | 60.8 | |
| EP_CRITModel=gpt-oss-20b2025.10 | 60.8 | |
| SEM_CRITModel=gpt-oss-20b2025.10 | 60.4 | |
| EP_LABELModel=llama-4-scout2025.10 | 60.4 | |
| SEM_CRITModel=gpt-oss-20b2025.10 | 60.4 | |
| SEM_CRITModel=gpt-5-2025-08-072025.10 | 58 | |
| EP_CRITModel=llama-4-scout2025.10 | 58 | |
| SEM_CRITModel=gpt-5-2025-08-072025.10 | 58 | |
| EP_LABELModel=gpt-4o-mini-2024-07-182025.10 | 57.6 | |
| EP+SEM_CRITModel=llama-4-scout2025.10 | 57.6 | |
| SEM_CRITModel=llama-4-scout2025.10 | 56.8 | |
| zero_shotModel=gpt-4o-mini-2024-07-182025.10 | 56.4 | |
| zero_shotModel=gpt-5-2025-08-072025.10 | 55.6 | |
| zero_shotModel=qwen3-vl-235b-a22b-thinking2025.10 | 55.6 | |
| zero_shotModel=gpt-5-2025-08-072025.10 | 55.6 | |
| zero_shotModel=qwen3-vl-235b-a22b-thinking2025.10 | 55.6 | |
| SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 54.4 | |
| SEM_CRITModel=qwen3-vl-235b-a22b-thinking2025.10 | 54.4 | |
| zero_shotModel=llama-4-scout2025.10 | 54 | |
| EP_LABELModel=gpt-oss-20b2025.10 | 53.6 | |
| EP_LABELModel=gpt-oss-20b2025.10 | 53.6 | |
| zero_shotModel=gpt-oss-20b2025.10 | 52.8 | |
| SEM_CRITModel=gpt-4o-mini-2024-07-182025.10 | 52.8 | |
| zero_shotModel=qwen3-235b-a22b-instruct-25072025.10 | 52.8 | |
| zero_shotModel=gpt-oss-20b2025.10 | 52.8 |