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

Spatial Reasoning research benchmarks – Page 9 · SOTA2 Research

Spatial Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

41Score

5

Mar 23, 2026

OMNI3D-BENCH 100 held out queries

44Accuracy

5

Feb 26, 2026

56Accuracy

5

Feb 26, 2026

bAbI Task 1 qa1 50 samples

19Accuracy

5

Feb 26, 2026

57.3Score

4

Apr 7, 2026

55Accuracy

4

Mar 4, 2026

64Accuracy

4

Mar 4, 2026

Chain of Mindset (CoM)

85.5Pass@1

4

Feb 26, 2026

Real-world robot evaluation

100Success Rate

3

Jun 16, 2026

Real-robot manipulation Xarm6 and ARX Lift2s

83.3Success Rate

3

Jun 11, 2026

71.2Single Skill Performance

3

May 27, 2026

BIG-Bench Hard Navigate (OOD)

57.6Accuracy

3

May 8, 2026

67SR

3

Feb 26, 2026

Qwen2.5-VL-7B + SAGE

38.3Accuracy

2

May 19, 2026

Qwen2.5-VL-7B + SAGE

46.3Accuracy

2

May 19, 2026

Page 9 of 9

Popular datasets

BLINK CV-Bench MindCube VSI-Bench SAT

Follow for updates

Join SOTA2 Contact