Image Captioning 벤치마크
Image Captioning on TextCaps 2020
| Rank | Model | CIDEr | B4 | ROUGE-L | METEOR | SPICE | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|
| 1 | TAP | 103.22 | 21.86 | 45.65 | 21.85 | 14.64 | |||
| 2 | LSTM-R | 100.82 | 22.93 | 46.11 | 21.32 | 13.81 | |||
| 3 | CNMT | 93.24 | 20.1 | 44.41 | 20.94 | 13.55 | |||
| 4 | arxiv.org/abs/2012.05153 | 89.63 | 20.16 | 44.23 | 20.3 | 12.82 | |||
| 5 | colab_buaa | 88.48 | 20.09 | 44.3 | 20.62 | 13.5 | |||
| 6 | Masker | 87.35 | 20.66 | 44.58 | 20.66 | 13.36 | |||
| 7 | tanh | 82.58 | 19.38 | 43.88 | 20.15 | 12.83 | |||
| 8 | ramanishka | 81.15 | 18.89 | 43.2 | 19.79 | 12.71 | |||
| 9 | M4C-Captioner | 80.99 | 18.86 | 43.23 | 19.77 | 12.77 | |||
| 10 | AoANet | 34.56 | 15.88 | 40.4 | 16.65 | 10.46 | |||
| 11 | BUTD | 33.82 | 14.88 | 39.94 | 15.25 | 8.84 |