Click-Through Rate Prediction on Industry
0.7924AUCCoLLM w CTR-Sink
Evaluation Results
| Method | Links | |
|---|---|---|
| CoLLM w CTR-SinkBackbone=Qwen2025.08 | 0.7924 | |
| LM-CTR w CTR-SinkBackbone=Qwen2025.08 | 0.7919 | |
| CoLLMBackbone=Qwen2025.08 | 0.7888 | |
| LM-CTRBackbone=Qwen2025.08 | 0.7885 | |
| FLIP-PLM w CTR-SinkBackbone=RoBERTa2025.08 | 0.7823 | |
| LM-CTR w CTR-SinkBackbone=RoBERTa2025.08 | 0.781 | |
| FLIP-PLMBackbone=RoBERTa2025.08 | 0.7792 | |
| CoLLM w CTR-SinkBackbone=RoBERTa2025.08 | 0.7787 | |
| LM-CTRBackbone=RoBERTa2025.08 | 0.7764 | |
| AutoInt2025.08 | 0.7735 | |
| DCN-V22025.08 | 0.7719 | |
| DIN2025.08 | 0.7712 | |
| CoLLMBackbone=RoBERTa2025.08 | 0.7695 | |
| DeepFM2025.08 | 0.7678 |