Coreference Resolution on SIMMC 2.1
59.98PrecisionQwen3
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Qwen3Size=4B, Prompt setting=Reasoning2026.04 | 59.98 | 45.21 | 51.55 | |
| Llama3.3Size=70B, Prompt setting=Reasoning2026.04 | 58.73 | 61.37 | 60.02 | |
| DeepSeek-R1-Distill-Llama-8BSize=8B, Prompt setting=Reasoning2026.04 | 53.5 | 43.92 | 48.24 | |
| Llama3.1Size=8B, Prompt setting=Reasoning2026.04 | 52.16 | 59.23 | 55.47 | |
| Qwen2.5Size=7B, Prompt setting=Reasoning2026.04 | 49.9 | 57.32 | 53.35 | |
| MistralSize=7B, Prompt setting=Reasoning2026.04 | 39.82 | 52.93 | 45.45 | |
| Llama3.3Size=70B, Prompt setting=Few-shot2026.04 | 39.32 | 73.12 | 51.14 | |
| Qwen3Size=4B, Prompt setting=Few-shot2026.04 | 39.13 | 59.15 | 47.1 | |
| GemmaSize=7B, Prompt setting=Reasoning2026.04 | 37.86 | 43.24 | 40.37 | |
| Llama3.1Size=8B, Prompt setting=Few-shot2026.04 | 30.34 | 68.39 | 42.03 | |
| MistralSize=7B, Prompt setting=Few-shot2026.04 | 29.14 | 62.65 | 39.77 | |
| Qwen3Size=4B, Prompt setting=Zero-shot2026.04 | 29.01 | 63.91 | 39.9 | |
| Qwen2.5Size=7B, Prompt setting=Few-shot2026.04 | 28.84 | 70.05 | 40.86 | |
| Llama3.1Size=8B, Prompt setting=Zero-shot2026.04 | 27.74 | 63.03 | 38.53 | |
| Llama3.3Size=70B, Prompt setting=Zero-shot2026.04 | 26.61 | 80.1 | 39.95 | |
| MistralSize=7B, Prompt setting=Zero-shot2026.04 | 25.7 | 66.62 | 37.09 | |
| DeepSeek-R1-Distill-Llama-8BSize=8B, Prompt setting=Few-shot2026.04 | 25.31 | 67.17 | 36.77 | |
| Qwen2.5Size=7B, Prompt setting=Zero-shot2026.04 | 24.14 | 71.66 | 36.12 | |
| DeepSeek-R1-Distill-Llama-8BSize=8B, Prompt setting=Zero-shot2026.04 | 22.98 | 66.77 | 34.19 | |
| GemmaSize=7B, Prompt setting=Few-shot2026.04 | 19.58 | 41.38 | 26.58 | |
| GemmaSize=7B, Prompt setting=Zero-shot2026.04 | 16.93 | 52.74 | 25.64 | |
| Random2026.04 | 2.68 | 49.87 | 5.09 |