Classification on TimeMQA
82.5AccuracyFrozen Random Linear
Evaluation results
| Method | Links | |
|---|---|---|
| Frozen Random Linear2026.06 | 82.5 | |
| Frozen Time-MoE2026.06 | 81 | |
| CADEmodel size=0.6B, backbone=encoder-based2026.06 | 80.75 | |
| CADE2026.06 | 80.75 | |
| CADE w/o SupCon2026.06 | 80.25 | |
| ITFormer2026.06 | 79.25 | |
| Time-MQA (Full FT)2026.06 | 73.5 | |
| DeepSeek-V3.2mode=zero-shot, serialization=text2026.06 | 72.75 | |
| Time-MQA2026.06 | 72 | |
| PATRA-7BModel Type=Open-source Models, Backbone=TimeMQA2026.02 | 60 | |
| Qwen-2.5-7BModel Type=Open-source Models, Backbone=TimeMQA2026.02 | 52 | |
| DoubaoModel Type=Proprietary Models2026.02 | 44 | |
| Mistral-7BModel Type=Open-source Models, Backbone=TimeMQA2026.02 | 44 | |
| GPT-4oModel Type=Proprietary Models2026.02 | 32 | |
| Llama-3-8BModel Type=Open-source Models, Backbone=TimeMQA2026.02 | 24 |