Commit 552b8094 authored by Yaoyao Liu's avatar Yaoyao Liu
Browse files

Update README.md

parent 80a0b806
...@@ -57,12 +57,12 @@ Experiment results for 5-way few-shot classification on ResNet-12 (same as [this ...@@ -57,12 +57,12 @@ Experiment results for 5-way few-shot classification on ResNet-12 (same as [this
| Method | Backbone |𝑚𝑖𝑛𝑖 1-shot | 𝑚𝑖𝑛𝑖 5-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 1-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 5-shot | | Method | Backbone |𝑚𝑖𝑛𝑖 1-shot | 𝑚𝑖𝑛𝑖 5-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 1-shot | 𝒕𝒊𝒆𝒓𝒆𝒅 5-shot |
| -------------- |---------- | ---------- | ---------- |------------ | ------------ | | -------------- |---------- | ---------- | ---------- |------------ | ------------ |
| [`ProtoNet`](https://github.com/orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch) | ResNet-12 |`60.37 ± 0.83` | `78.02 ± 0.57` | `65.65 ± 0.92` | `83.40 ± 0.65` | | [ProtoNet](https://github.com/orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch) | ResNet-12 |`60.37 ± 0.83` | `78.02 ± 0.57` | `65.65 ± 0.92` | `83.40 ± 0.65` |
| [`MatchNet`](https://github.com/gitabcworld/MatchingNetworks) | ResNet-12 |`63.08 ± 0.80` | `75.99 ± 0.60` | `68.50 ± 0.92` | `80.60 ± 0.71` | | [MatchNet](https://github.com/gitabcworld/MatchingNetworks) | ResNet-12 |`63.08 ± 0.80` | `75.99 ± 0.60` | `68.50 ± 0.92` | `80.60 ± 0.71` |
| [`MetaOptNet`](https://github.com/kjunelee/MetaOptNet) | ResNet-12 |`62.64 ± 0.61` | `78.63 ± 0.46` | `65.99 ± 0.72` | `81.56 ± 0.53` | | [MetaOptNet](https://github.com/kjunelee/MetaOptNet) | ResNet-12 |`62.64 ± 0.61` | `78.63 ± 0.46` | `65.99 ± 0.72` | `81.56 ± 0.53` |
| [`Meta-Baseline`](https://github.com/cyvius96/few-shot-meta-baseline) | ResNet-12 |`63.17 ± 0.23` | `79.26 ± 0.17` | `68.62 ± 0.27` | `83.29 ± 0.18` | | [Meta-Baseline](https://github.com/cyvius96/few-shot-meta-baseline) | ResNet-12 |`63.17 ± 0.23` | `79.26 ± 0.17` | `68.62 ± 0.27` | `83.29 ± 0.18` |
| [`CAN`](https://github.com/blue-blue272/fewshot-CAN) | ResNet-12 |`63.85 ± 0.48` | `79.44 ± 0.34` | `69.89 ± 0.51` | `84.93 ± 0.38` | | [CAN](https://github.com/blue-blue272/fewshot-CAN) | ResNet-12 |`63.85 ± 0.48` | `79.44 ± 0.34` | `69.89 ± 0.51` | `84.93 ± 0.38` |
| `E3BM (Ours)` | ResNet-12 |`64.09 ± 0.37` | `80.29 ± 0.25` | `71.34 ± 0.41` | `85.82 ± 0.29` | | E<sup>3</sup>BM (Ours) | ResNet-12 |`64.09 ± 0.37` | `80.29 ± 0.25` | `71.34 ± 0.41` | `85.82 ± 0.29` |
#### Running experiments #### Running experiments
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment