# Few-Shot Classification on Places (test)

Source: [Few-Shot Classification on Places (test)](<https://www.sota2.com/research/sota/few-shot-classification-on-places-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:28:10.146Z

Evaluation of Few-Shot Classification performance on the test split of the Places dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Few-Shot Classification |
| Dataset (including any stated split) | Places (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Accuracy](<https://www.sota2.com/research/sota/few-shot-classification-on-places-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FWT+wave-SAN | 78.19 | Not recorded | 68fa6bf91e209131cea315a0 |
| GNN+wave-SAN | 76.88 | Not recorded | 68fa6bf91e209131cea315a0 |
| RelationNet | 63.32 | Not recorded | 68fa6bf91e209131cea315a0 |
| FWT+wave-SAN | 57.84 | Not recorded | 68fa6bf91e209131cea315a0 |
| GNN+wave-SAN | 57.75 | Not recorded | 68fa6bf91e209131cea315a0 |
| GNN | 53.1 | Not recorded | 68fa6bf91e209131cea315a0 |
| MatchingNet | 49.86 | Not recorded | 68fa6bf91e209131cea315a0 |
| RelationNet | 48.64 | Not recorded | 68fa6bf91e209131cea315a0 |

### FWT+wave-SAN

Accuracy: 78.19. Result ID: 698eb107ffc3901de09fd67f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

Recorded evaluation configuration: {"Shots":"5","Way":"5"}. This record does not assert independent reproduction.

### GNN+wave-SAN

Accuracy: 76.88. Result ID: 698eb107ffc3901de09fd67e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

Recorded evaluation configuration: {"Shots":"5","Way":"5"}. This record does not assert independent reproduction.

### RelationNet

Accuracy: 63.32. Result ID: 698eb107ffc3901de09fd67d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64301e209131cea03588.md>)

[Implementation](<https://github.com/lzrobots/DeepEmbeddingModel_ZSL>)

Recorded evaluation configuration: {"Shots":"5","Way":"5"}. This record does not assert independent reproduction.

### FWT+wave-SAN

Accuracy: 57.84. Result ID: 698eb107ffc3901de09fd67c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

Recorded evaluation configuration: {"Shots":"1","Way":"5"}. This record does not assert independent reproduction.

### GNN+wave-SAN

Accuracy: 57.75. Result ID: 698eb107ffc3901de09fd67b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

Recorded evaluation configuration: {"Shots":"1","Way":"5"}. This record does not assert independent reproduction.

### GNN

Accuracy: 53.1. Result ID: 698eb107ffc3901de09fd67a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64101e209131cea027d4.md>)

[Implementation](<https://github.com/vgsatorras/few-shot-gnn>)

Recorded evaluation configuration: {"Shots":"1","Way":"5"}. This record does not assert independent reproduction.

### MatchingNet

Accuracy: 49.86. Result ID: 698eb107ffc3901de09fd679.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63e81e209131cea015ca.md>)

[Implementation](<https://goo.gl/e3orz6>)

Recorded evaluation configuration: {"Shots":"1","Way":"5"}. This record does not assert independent reproduction.

### RelationNet

Accuracy: 48.64. Result ID: 698eb107ffc3901de09fd678.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf91e209131cea315a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64301e209131cea03588.md>)

[Implementation](<https://github.com/lzrobots/DeepEmbeddingModel_ZSL>)

Recorded evaluation configuration: {"Shots":"1","Way":"5"}. This record does not assert independent reproduction.

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