Image Captioning 벤치마크
Image Captioning on VizWiz 2020 test
| Rank | Model | CIDEr | B1 | B2 | B3 | B4 | ROUGE-L | METEOR | SPICE | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | IBM Research AI | 81.04 | 72.77 | 54.17 | 38.97 | 27.44 | 50.2 | 22.25 | 17.0 | |||
| 2 | CASIA_IVA | 77.7 | 71.97 | 53.59 | 38.94 | 27.96 | 49.9 | 21.93 | 17.79 | |||
| 3 | RUC_AIM3 | 72.72 | 68.0 | 49.37 | 35.24 | 25.05 | 47.43 | 20.46 | 15.98 | |||
| 4 | aburns | 59.61 | 65.9 | 47.25 | 32.87 | 22.91 | 46.61 | 20.08 | 15.22 | |||
| 5 | Team SSP | 59.56 | 65.7 | 47.15 | 32.97 | 22.8 | 46.38 | 19.79 | 14.88 | |||
| 6 | NLP-685 | 56.19 | 66.62 | 47.41 | 32.66 | 22.34 | 46.42 | 19.54 | 14.72 | |||
| 7 | cs685-nlp-aoa-e | 53.84 | 64.93 | 46.44 | 32.42 | 22.29 | 44.96 | 18.64 | 14.08 | |||
| 8 | parambole | 37.82 | 61.47 | 42.4 | 28.4 | 18.69 | 42.03 | 16.68 | 11.48 | |||
| 9 | Test533 | 37.18 | 58.58 | 39.57 | 26.49 | 17.71 | 40.75 | 16.57 | 11.06 | |||
| 10 | BUTD-Test | 36.99 | 60.98 | 41.98 | 28.15 | 18.52 | 41.77 | 16.55 | 11.36 | |||
| 11 | Wizards of VizWiz | 34.93 | 57.86 | 40.24 | 27.24 | 17.98 | 40.53 | 15.99 | 10.86 | |||
| 12 | NLP-Course | 29.14 | 54.25 | 37.12 | 24.75 | 15.91 | 38.5 | 14.78 | 9.86 | |||
| 13 | justatest | 14.67 | 30.1 | 19.03 | 11.7 | 7.39 | 29.07 | 9.17 | 5.07 |