Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

4D-OR dataset and benchmarks · SOTA2 Research

Research Datasets

4D-OR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Operating Room Violation Scenario Knowledge Classification

4D-OR Expert-Authored Challenge Subset

95.86Common Classification Score

10

Scene Graph Generation

4D-OR (test)

0.91Macro F1

10

Role Prediction

4D-OR

92Macro F1

8

4D-OR dataset of simulated surgeries

83.71Precision

6

4D-OR simulated surgeries

82.91Precision

6

Surgical phase recognition

4D-OR

99Macro F1

4

Whole body detection

4D-OR dataset of simulated surgeries

91.75Precision

4

Location-Free Scene Graph Generation

4D-OR

89Precision

4

Panoptic Segmentation

4D-OR

68.08PQ (1 frame)

3

Popular tasks

Scene Graph Generation Surgical Phase Recognition Panoptic Segmentation Face Detection Role Prediction

Follow for updates

Join SOTA2 Contact