Personalized VLM Alignment on PCogAlignBench LS1->LS2 1.0
4.321P ScorePCogAlign (P) (MiniCPM-V)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PCogAlign (P) (MiniCPM-V)Backbone=MiniCPM-V-2_6, Method Variant=PCogAlign (P)2025.06 | 4.321 | 81 | |
| MiniCPM-V-2_6 (RAG)Backbone=MiniCPM-V-2_6, Method Variant=RAG2025.06 | 4.232 | 78.4 | |
| PCogAlign (P) (Qwen2-VL-7B)Backbone=Qwen2-VL-7B-Instruct, Method Variant=PCogAlign (P)2025.06 | 4.056 | 50.3 | |
| MiniCPM-V-2_6 (RS Prompt)Backbone=MiniCPM-V-2_6, Method Variant=RS Prompt2025.06 | 4.037 | 60.7 | |
| Qwen2-VL-7B-Instruct (RS Prompt)Backbone=Qwen2-VL-7B-Instruct, Method Variant=RS Prompt2025.06 | 4.008 | 47.1 | |
| Qwen2-VL-7B-Instruct (RAG)Backbone=Qwen2-VL-7B-Instruct, Method Variant=RAG2025.06 | 3.949 | 44.3 | |
| MiniCPM-V-2_6 (Base)Backbone=MiniCPM-V-2_6, Method Variant=Base2025.06 | 3.725 | 0 | |
| Qwen2-VL-7B-Instruct (Base)Backbone=Qwen2-VL-7B-Instruct, Method Variant=Base2025.06 | 3.715 | 0 |