paper-with-me

Image Classification 벤치마크

Image Classification on DF20

19개 결과 · ⬇ CSV · JSON

Top-1

67.13 70.46 73.79 77.12 80.45 2021-03 2026-09 ViT-Large/16 (384) — 80.45 (2021-03-18) ViT-Base/16 (384) — 79.48 (2021-03-18) SE-ResNeXt-101-32x4d — 77.13 (2021-03-18) EfficientNet-B5 (299) — 76.1 (2021-03-18) EfficientNet-B3 (299) — 75.69 (2021-03-18) ViT-Large/16 (224) — 75.29 (2021-03-18) SE-ResNeXt-101-32x4d (224) — 74.26 (2021-03-18) EfficientNet-B1 (299) — 74.08 (2021-03-18) Inception-ResNet-V2 (299) — 74.01 (2021-03-18) EfficientNet-B0 (299) — 73.65 (2021-03-18) ResNet-50 (299) — 73.49 (2021-03-18) Inception-V4 (299) — 73.0 (2021-03-18) EfficientNet-B3 (224) — 72.51 (2021-03-18) Inception-V3 (299) — 72.1 (2021-03-18) EfficientNet-B0 (224) — 70.33 (2021-03-18) MobileNet-V2 (299) — 69.77 (2021-03-18) ResNet-18 — 67.13 (2021-03-18) ViT-Large/16 (384) — 80.45 (2021-03-18)
RankModel Top-1Top-3F1 - macro PaperCodeYear
1 ViT-Large/16 (384) 80.4591.680.743 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
2 ViT-Base/16 (384) 79.4890.950.727 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
3 SE-ResNeXt-101-32x4d 77.13–– Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
4 EfficientNet-B5 (299) 76.188.850.678 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
5 EfficientNet-B3 (299) 75.6988.720.673 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
6 ViT-Large/16 (224) 75.2988.340.675 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
7 SE-ResNeXt-101-32x4d (224) 74.2687.780.66 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
8 EfficientNet-B1 (299) 74.0887.680.654 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
9 Inception-ResNet-V2 (299) 74.0187.490.651 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
10 EfficientNet-B0 (299) 73.65–– Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
11 ResNet-50 (299) 73.4987.13– Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
12 Inception-V4 (299) 7386.870.637 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
13 EfficientNet-B3 (224) 72.5186.770.634 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
14 Inception-V3 (299) 72.186.58– Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
15 EfficientNet-B0 (224) 70.3385.190.613 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
16 MobileNet-V2 (299) 69.7785.01– Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
17 ResNet-18 67.1382.650.580 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
18 SE-ResNeXt-101-32x4d (299) –89.480.693 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
19 ResNet-34 (299) –84.760.60 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset picekl/DanishFungiDataset 2021
1–19 / 19 페이지당 10 20 50 100