Intent Classification on CLINC150 DialoGLUE 10-shot
95.58AccuracyDynamic Label Name Refinement
Evaluation Results
| Method | Links | |
|---|---|---|
| Dynamic Label Name RefinementBackbone=Qwen2.5-7b-inst, Shot Count=10-shot2024.12 | 95.58 | |
| Dynamic Label Name RefinementBackbone=Llama3-8b-inst, Shot Count=10-shot2024.12 | 95.51 | |
| Chain-of-ThoughtBackbone=Qwen2.5-7b-inst, Shot Count=10-shot2024.12 | 95.42 | |
| RawBackbone=Qwen2.5-7b-inst, Shot Count=10-shot2024.12 | 95.36 | |
| Chain-of-ThoughtBackbone=Llama3-8b-inst, Shot Count=10-shot2024.12 | 95.13 | |
| RawBackbone=Llama3-8b-inst, Shot Count=10-shot2024.12 | 95.03 | |
| Dynamic Label Name RefinementBackbone=Qwen2.5-1.5b-inst, Shot Count=10-shot2024.12 | 84.02 | |
| RawBackbone=Qwen2.5-1.5b-inst, Shot Count=10-shot2024.12 | 82.29 | |
| Chain-of-ThoughtBackbone=Qwen2.5-1.5b-inst, Shot Count=10-shot2024.12 | 81.9 |