# Shifted rightmost object color inference on CLEVR

Source: [Shifted rightmost object color inference on CLEVR](<https://www.sota2.com/research/sota/shifted-rightmost-object-color-inference-on-clevr>)

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

Data updated: 2026-02-26T05:34:26.859Z

Evaluation of the model's ability to infer the color of the object identified as the 'shifted rightmost' object within the CLEVR 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 | Shifted rightmost object color inference |
| Dataset (including any stated split) | CLEVR |
| Metric | Accuracy (Shifted Rightmost Color) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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 (Shifted Rightmost Color)](<https://www.sota2.com/research/sota/shifted-rightmost-object-color-inference-on-clevr.md?metric=Accuracy%20(Shifted%20Rightmost%20Color)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (Shifted Rightmost Color) | Result date | Report paper |
| --- | --- | --- | --- |
| CE | 62.06 | Not recorded | 68fa6f161e209131cea43d0f |
| E(2)-CNN | 59.29 | Not recorded | 68fa6f161e209131cea43d0f |
| SupCon | 56.05 | Not recorded | 68fa6f161e209131cea43d0f |
| LBS (CE) | 51.56 | Not recorded | 68fa6f161e209131cea43d0f |
| LBS | 49.32 | Not recorded | 68fa6f161e209131cea43d0f |
| SimCLR | 43.05 | Not recorded | 68fa6f161e209131cea43d0f |
| E(2)-CNN | 38.03 | Not recorded | 68fa6f161e209131cea43d0f |
| DefGrid | 36.28 | Not recorded | 68fa6f161e209131cea43d0f |
| CLIP | 34.8 | Not recorded | 68fa6f161e209131cea43d0f |
| HoG | 33.25 | Not recorded | 68fa6f161e209131cea43d0f |
| LtD-diff | 17.21 | Not recorded | 68fa6f161e209131cea43d0f |
| GeoSSL | 16.94 | Not recorded | 68fa6f161e209131cea43d0f |
| B-TCVAE | 16.35 | Not recorded | 68fa6f161e209131cea43d0f |

### CE

Accuracy (Shifted Rightmost Color): 62.06. Result ID: 6990a6e43a6c314849022945.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction.

### E(2)-CNN

Accuracy (Shifted Rightmost Color): 59.29. Result ID: 6990a6e43a6c314849022948.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ac1e209131cea23410.md>)

[Implementation](<https://github.com/QUVA-Lab/e2cnn>)

Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction.

### SupCon

Accuracy (Shifted Rightmost Color): 56.05. Result ID: 6990a6e43a6c314849022946.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697f1e209131cea22756.md>)

Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction.

### LBS (CE)

Accuracy (Shifted Rightmost Color): 51.56. Result ID: 6990a6e43a6c314849022949.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction.

### LBS

Accuracy (Shifted Rightmost Color): 49.32. Result ID: 6990a6e43a6c31484902294f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

### SimCLR

Accuracy (Shifted Rightmost Color): 43.05. Result ID: 6990a6e43a6c31484902294a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d71e209131cea18de5.md>)

[Implementation](<https://github.com/google-research/simclr>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

### E(2)-CNN

Accuracy (Shifted Rightmost Color): 38.03. Result ID: 6990a6e43a6c31484902294b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ac1e209131cea23410.md>)

[Implementation](<https://github.com/QUVA-Lab/e2cnn>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

### DefGrid

Accuracy (Shifted Rightmost Color): 36.28. Result ID: 6990a6e43a6c31484902294e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef41e209131cea432a8.md>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

### CLIP

Accuracy (Shifted Rightmost Color): 34.8. Result ID: 6990a6e43a6c314849022950.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69581e209131cea21ad0.md>)

[Implementation](<https://github.com/OpenAI/CLIP>)

Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction.

### HoG

Accuracy (Shifted Rightmost Color): 33.25. Result ID: 6990a6e43a6c314849022951.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

Recorded evaluation configuration: {"Backbone":"HoG"}. This record does not assert independent reproduction.

### LtD-diff

Accuracy (Shifted Rightmost Color): 17.21. Result ID: 6990a6e43a6c314849022947.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b351e209131cea2ce92.md>)

[Implementation](<https://github.com/Ddaniela13/LearningToDraw>)

Recorded evaluation configuration: {"Label setting":"Labeled"}. This record does not assert independent reproduction.

### GeoSSL

Accuracy (Shifted Rightmost Color): 16.94. Result ID: 6990a6e43a6c31484902294d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642d1e209131cea0328c.md>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

### B-TCVAE

Accuracy (Shifted Rightmost Color): 16.35. Result ID: 6990a6e43a6c31484902294c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d0f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a91e209131cea0bb81.md>)

Recorded evaluation configuration: {"Label setting":"Unlabeled"}. This record does not assert independent reproduction.

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