Visual Question Answering on CLEVR Standard v1.0 (val)
98.91AccuracyNS-CL
Evaluation results
| Method | Links | |
|---|---|---|
| NS-CLProgram-based representation/annotation=Y/N, Concept modeling/annotation=Y/N, Training data percentage=100%2022.02 | 98.91 | |
| MACProgram-based representation/annotation=N/N, Concept modeling/annotation=N/N, Training data percentage=100%2022.02 | 98.61 | |
| NS-VQAProgram-based representation/annotation=Y/Y, Concept modeling/annotation=Y/Y, Training data percentage=10%2022.02 | 98.57 | |
| NS-VQAProgram-based representation/annotation=Y/Y, Concept modeling/annotation=Y/Y, Training data percentage=100%2022.02 | 98.57 | |
| NS-CLProgram-based representation/annotation=Y/N, Concept modeling/annotation=Y/N, Training data percentage=10%2022.02 | 98.51 | |
| G2L2Program-based representation/annotation=Y/N, Concept modeling/annotation=Y/N, Training data percentage=100%2022.02 | 98.25 | |
| G2L2Program-based representation/annotation=Y/N, Concept modeling/annotation=Y/N, Training data percentage=10%2022.02 | 98.11 | |
| TbD-NetProgram-based representation/annotation=Y/Y, Concept modeling/annotation=N/N, Training data percentage=100%2022.02 | 98.04 | |
| MACProgram-based representation/annotation=N/N, Concept modeling/annotation=N/N, Training data percentage=10%2022.02 | 85.39 | |
| TbD-NetProgram-based representation/annotation=Y/Y, Concept modeling/annotation=N/N, Training data percentage=10%2022.02 | 44.52 |