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SUN360

Benchmarks

Task NameDataset NameSOTA ResultTrend
Rotation EstimationSUN360 Large Overlap
Geodesic Error (Mean)0.77
13
Line Segment DetectionSUN360
sAP@561.9
6
perspective-to-360° image generationSUN360 (test)
FID22.4
5
View-to-PanoramaSUN360
FID13.07
4
Text-to-PanoramaSUN360
FID29.83
4
Layout RecoverySUN360 (test)
Latency (s)0.46
4
360-degree Image CompletionSUN360 90° input
FID23.13
3
360-degree image completionSUN360 180°×90° input (test)
FID9.52
3
Rotation EstimationSUN360 All Overlap
Mean Geodesic Error-
0
Rotation EstimationSUN360 None Overlap
Mean Geodesic Error-
0
Rotation EstimationSUN360 Small Overlap
Mean Geodesic Error-
0
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