Zero-Shot Transfer Image Classification 벤치마크
Zero-Shot Transfer Image Classification on SUN
Accuracy
- 2016-12-29 — Visual N-Grams: Accuracy 23.0
- 2021-02-26 — CLIP: Accuracy 58.5
- 2024-02-06 — EVA-CLIP-18B: Accuracy 77.7
| Rank | Model | Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | EVA-CLIP-18B | 77.7 | EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters | baaivision/EVA · baaivision/eva | 2024 |
| 2 | CLIP | 58.5 | Learning Transferable Visual Models From Natural Language Supervision | openai/CLIP · mlfoundations/open_clip · towhee-io/towhee · +79 | 2021 |
| 3 | Visual N-Grams | 23.0 | Learning Visual N-Grams from Web Data | 2016 |