Spring

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

Dataset Information
Modalities
Images, Videos
Introduced
2023
License
CC BY 4.0
Homepage
Official Website
Contents

Overview

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

Variants: Spring

Associated Benchmarks

This dataset is used in 3 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Optical Flow Estimation MEMFOF MEMFOF: High-Resolution Training for Memory-Efficient … 2025-06-29
Optical Flow Estimation DPFlow DPFlow: Adaptive Optical Flow Estimation … 2025-03-19
Optical Flow Estimation MS-RAFT+ High Resolution Multi-Scale RAFT (Robust … 2022-10-30
Scene Flow Estimation M-FUSE (F) M-FUSE: Multi-frame Fusion for Scene … 2022-07-12
Scene Flow Estimation M-FUSE (K) M-FUSE: Multi-frame Fusion for Scene … 2022-07-12
Optical Flow Estimation FlowFormer FlowFormer: A Transformer Architecture for … 2022-03-30
Stereo Depth Estimation ACVNet Attention Concatenation Volume for Accurate … 2022-03-04
Optical Flow Estimation GMFlow GMFlow: Learning Optical Flow via … 2021-11-26
Scene Flow Estimation CamLiFlow (K) CamLiFlow: Bidirectional Camera-LiDAR Fusion for … 2021-11-20
Scene Flow Estimation CamLiFlow (F) CamLiFlow: Bidirectional Camera-LiDAR Fusion for … 2021-11-20
Stereo Depth Estimation RAFT-Stereo RAFT-Stereo: Multilevel Recurrent Field Transforms … 2021-09-15
Optical Flow Estimation GMA Learning to Estimate Hidden Motions … 2021-04-06
Scene Flow Estimation RAFT-3D (K) RAFT-3D: Scene Flow using Rigid-Motion … 2020-12-01
Scene Flow Estimation RAFT-3D (F) RAFT-3D: Scene Flow using Rigid-Motion … 2020-12-01
Stereo Depth Estimation LEA-Stereo Hierarchical Neural Architecture Search for … 2020-10-26
Optical Flow Estimation RAFT RAFT: Recurrent All-Pairs Field Transforms … 2020-03-26
Stereo Depth Estimation GA-Net GA-Net: Guided Aggregation Net for … 2019-04-13
Optical Flow Estimation PWCNet PWC-Net: CNNs for Optical Flow … 2017-09-07
Optical Flow Estimation FlowNet2 FlowNet 2.0: Evolution of Optical … 2016-12-06
Optical Flow Estimation SPyNet Optical Flow Estimation using a … 2016-11-03

Research Papers

Recent papers with results on this dataset:

External Links: