Harmful Meme Detection on Twitter Temporal-Evolving Memes 2025 (Apr~Jun)
82.4F1 ScoreREPMD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| REPMDBase MLLM=Doubao-1.5-V-Pro, Temporal Evaluation Protocol=Fixed (TF)2026.01 | 82.4 | 80 | |
| REPMDBase MLLM=Doubao-1.5-V-Pro, Temporal Evaluation Protocol=Evolving (TE)2026.01 | 82.4 | 80 | |
| REPMDBase MLLM=GPT-4o, Temporal Evaluation Protocol=Evolving (TE)2026.01 | 67.4 | 65 | |
| Doubao-1.5-V-ProMode=Vanilla2026.01 | 67.4 | 65 | |
| REPMDBase MLLM=GPT-4o, Temporal Evaluation Protocol=Fixed (TF)2026.01 | 60.2 | 60 | |
| GPT-4oMode=Vanilla2026.01 | 51.3 | 50 | |
| RA-HMDTemporal Evaluation Protocol=Fixed (TF)2026.01 | 45.9 | 44.9 | |
| RA-HMDTemporal Evaluation Protocol=Evolving (TE)2026.01 | 31.7 | 31.2 |