ML Research Wiki / Benchmarks / Spatial Relation Recognition / Rel3D

Rel3D

Spatial Relation Recognition Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Acc

Top Performing Models

Rank Model Paper Acc Date Code
1 Human Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 94.25 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
2 MLP-Aligned Features Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 85.03 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
3 MLP-Raw Features Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 81.24 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
4 BBox Only Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 74.14 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
5 PPR-FCN Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 73.30 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
6 DRNet Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 73.25 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
7 VipCNN Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 72.32 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
8 VTransE Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 72.27 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D
9 Random Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D 50.00 2020-12-03 📦 princeton-vl/SpatialSense 📦 princeton-vl/Rel3D

All Papers (9)

princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D
princeton-vl/SpatialSense princeton-vl/Rel3D