Classification on CLASS
81.9LS ScoreChatAD*
Evaluation results
| Method | Links | |
|---|---|---|
| ChatAD*Backbone=Qwen2.5-7B, Enhancement=TKTO2026.01 | 81.9 | |
| TimeMQA-Mistral-7BBackbone=Mistral-7B2026.01 | 65 | |
| ChatAD-Llama3-8BBackbone=Llama3-8B2026.01 | 63.3 | |
| ChatAD-Qwen2.5-7BBackbone=Qwen2.5-7B2026.01 | 55 | |
| TimeMQA-Qwen2.5-7BBackbone=Qwen2.5-7B2026.01 | 52.1 | |
| Llama3-8B-InstructBackbone=Llama3-8B2026.01 | 44.3 | |
| ChatAD-Mistral-7BBackbone=Mistral-7B2026.01 | 44.1 | |
| TimeMQA-Llama3-8BBackbone=Llama3-8B2026.01 | 42.7 | |
| DS-Qwen2.5-7BDistillation=DeepSeek-R1-Distill, Backbone=Qwen2.5-7B2026.01 | 40 | |
| DS-Llama3-8BDistillation=DeepSeek-R1-Distill, Backbone=Llama3-8B2026.01 | 38.5 | |
| Qwen2.5-7B-InstructBackbone=Qwen2.5-7B2026.01 | 38.1 | |
| Qwen3-8BBackbone=Qwen3-8B2026.01 | 37.3 | |
| Mistral-7B-InstructBackbone=Mistral-7B2026.01 | 32.7 |