Imputation on IMPUT
88.58FSChatAD*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ChatAD*Backbone=Qwen2.5-7B, Enhancement=TKTO2026.01 | 88.58 | 1.84 | |
| TimeMQA-Qwen2.5-7BBackbone=Qwen2.5-7B2026.01 | 84.65 | 1.21 | |
| TimeMQA-Mistral-7BBackbone=Mistral-7B2026.01 | 80.76 | 1.93 | |
| ChatAD-Llama3-8BBackbone=Llama3-8B2026.01 | 77.56 | 2.6 | |
| Qwen2.5-7B-InstructBackbone=Qwen2.5-7B2026.01 | 74.93 | 2.69 | |
| TimeMQA-Llama3-8BBackbone=Llama3-8B2026.01 | 71.24 | 1.14 | |
| ChatAD-Qwen2.5-7BBackbone=Qwen2.5-7B2026.01 | 65.65 | 3.3 | |
| ChatAD-Mistral-7BBackbone=Mistral-7B2026.01 | 40.25 | 2.94 | |
| DS-Llama3-8BDistillation=DeepSeek-R1-Distill, Backbone=Llama3-8B2026.01 | 28 | 3.87 | |
| Llama3-8B-InstructBackbone=Llama3-8B2026.01 | 17.34 | 4.23 | |
| DS-Qwen2.5-7BDistillation=DeepSeek-R1-Distill, Backbone=Qwen2.5-7B2026.01 | 10.2 | 3.23 | |
| Mistral-7B-InstructBackbone=Mistral-7B2026.01 | 9.43 | — | |
| Qwen3-8BBackbone=Qwen3-8B2026.01 | 3.3 | — |