Datasets › Spring

Spring (Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo)

Introduced by Lukas Mehl et al. in Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo3 Mar 2023 archive 2025-07-28

Spring is a large, high-resolution and high-detail, computer-generated benchmark for scene flow, optical flow, and stereo. Based on rendered scenes from the open-source Blender movie "Spring", it provides photo-realistic HD datasets with state-of-the-art visual effects and ground truth training data.

Source: Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo

Image Source: https://arxiv.org/pdf/2303.01943v1.pdf

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

Papers archive 2025-07-28

18 shown of 18 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 29. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation 1 1 29 Jun 2025 ran 9 of 13 samples (4 unverified)
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework 1 1 19 Mar 2025 not harvested
Recurrent Partial Kernel Network for Efficient Optical Flow Estimation 1 1 1 Feb 2024 not harvested
High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022) 1 1 30 Oct 2022 not harvested
M-FUSE: Multi-frame Fusion for Scene Flow Estimation 1 2 12 Jul 2022 not harvested
FlowFormer: A Transformer Architecture for Optical Flow 1 1 30 Mar 2022 ran 1 of 7 samples (6 unverified)
Attention Concatenation Volume for Accurate and Efficient Stereo Matching 2 1 4 Mar 2022 ran 0 of 3 samples (3 unverified)
GMFlow: Learning Optical Flow via Global Matching 4 1 26 Nov 2021 ran 3 of 19 samples (16 unverified)
CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation 1 2 20 Nov 2021 not harvested
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching 1 1 15 Sep 2021 ran 1 of 2 samples (1 unverified; 1 pointer-only for licence)
Learning to Estimate Hidden Motions with Global Motion Aggregation 2 1 6 Apr 2021 ran 1 of 4 samples (3 unverified; 1 pointer-only for licence)
RAFT-3D: Scene Flow using Rigid-Motion Embeddings 1 2 1 Dec 2020 ran 1 of 2 samples (1 unverified)
Hierarchical Neural Architecture Search for Deep Stereo Matching 1 1 26 Oct 2020 ran 2 of 2 samples (0 unverified; 1 pointer-only for licence)
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow 17 1 26 Mar 2020 ran 40 of 66 samples (26 unverified; 17 pointer-only for licence)
GA-Net: Guided Aggregation Net for End-to-end Stereo Matching 3 1 13 Apr 2019 ran 6 of 7 samples (1 unverified)
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume 21 1 7 Sep 2017 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks 12 1 6 Dec 2016 ran 2 of 21 samples (19 unverified; 3 pointer-only for licence)
Optical Flow Estimation using a Spatial Pyramid Network 8 1 3 Nov 2016 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

CC BY 4.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Spring

1 variant name, as the archive lists them.

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