Classification on FHM
80.26AccuracyGPT-4o
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-4oShots=8, Task Mode=Joint (C+E+I)2026.01 | 80.26 | 80.25 | |
| GPT-4oShots=4, Task Mode=Joint (C+E+I)2026.01 | 79.45 | 79.44 | |
| GPT-4oShots=2, Task Mode=Joint (C+E+I)2026.01 | 79.35 | 79.34 | |
| M2KETask Mode=Single-task2026.01 | 75.76 | 75.62 | |
| Pro-CapTask Mode=Single-task2026.01 | 75.1 | 74.85 | |
| Intern-VL3Shots=4, Task Mode=Joint (C+E+I)2026.01 | 73.55 | 73.43 | |
| Vlm-Lim (GPT-4o)Task Mode=Single-task2026.01 | 73.4 | 73.1 | |
| PromptHateTask Mode=Single-task2026.01 | 72.98 | 72.24 | |
| PixtralShots=8, Task Mode=Joint (C+E+I)2026.01 | 72.53 | 72.45 | |
| Intern-VL3Shots=2, Task Mode=Joint (C+E+I)2026.01 | 71.41 | 71.41 | |
| Intern-VL3Shots=8, Task Mode=Joint (C+E+I)2026.01 | 71.41 | 70.33 | |
| PixtralShots=4, Task Mode=Joint (C+E+I)2026.01 | 70.3 | 70.26 | |
| LoReHM (GPT-4o)Task Mode=Single-task2026.01 | 70.2 | 70.14 | |
| PixtralShots=2, Task Mode=Joint (C+E+I)2026.01 | 69.79 | 69.78 | |
| Few-ShotTask Mode=Single-task2026.01 | 66 | 65.8 | |
| Mod-HateTask Mode=Single-task2026.01 | 57.6 | 53.88 |