Deceptive Review Detection on JD.com Offline
98.8PrecisionJARVIS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| JARVISBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B2026.02 | 98.8 | 90.1 | 94.2 | |
| P-baselineBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B, Status=Production-deployed system2026.02 | 95.3 | 83 | 88.7 | |
| GasBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B2026.02 | 91.7 | 69.2 | 74.3 | |
| CombatBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B2026.02 | 91.6 | 64.8 | 75.9 | |
| DetectBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B2026.02 | 80.3 | 81.5 | 80.9 | |
| FraudSquadBackbone=CN-CLIP ViT-B/16, Unified LLM=Qwen3-30B-A3B2026.02 | 68.6 | 60.1 | 64.1 |