List of openly available data sets with event data stream
| Data set | Tasks | Description |
|---|---|---|
| LED (Duan, 2024) | Event denoising, low light enhancement, video reconstruction | 3000 sequences of high resolution () paired data set |
| EventAID (Duan et al., 2025) | Image and video enhancement, HDR conversion | sec of capture with different texture and motion parameters |
| RLED (Liu et al., 2024c) | Low light enhancement, frame interpolation, video reconstruction | 64200 aligned image and low-light event pairs |
| DSEC (Gehrig et al., 2021) | Super-resolution, video reconstruction, occlusion removal | 53 sequences stereo RGB-Event camera pair along with LIDAR and GPS measurements |
| MVSEC (Zhu et al., 2018) | HDR conversion, video reconstruction | Stereo capture of gray scale images, event stream and IMU readings |
| VECtor (Gao et al., 2022b) | Occlusion removal, frame interpolation | Stereo capture of RGB event pair, depth sensor and IMU measurements |
| IJRR (Mueggler et al., 2017) | Deblurring, frame interpolation | 24fps RG images with asynchronous event pair and IMU data |
| HQF (Stoffregen et al., 2020) | Video reconstruction, super-resolution | Event camera data set with two independent sensors |
| TemMat (Bao et al., 2024) | Video reconstruction, frame interpolation, focus control | Low light high-dynamic range data set |
| HighREV (Sun et al., 2023) | Frame interpolation, motion deblurring | Paired event - RGB data |
| Erf-X170FPS (Kim et al., 2023) | Frame interpolation, video interpolation, super-resolution | High resolution high-fps video frames paired with event data of extremely large motion scenes |
| CED (Scheerlinck et al., 2019) | Colorization, super resolution, HDR conversion | Color event data set contining 50 min of paired footage |
| BlinkFlow (Li et al., 2023) | Frame interpolation, video reconstruction, motion deblurring | Simulator for fast generation of event-based optical flow and associated data set |
| TUM-VIE (Klenk et al., 2021) | 3D reconstruction, video reconstruction, super resolution | Stereo event camera data from a large variety of handheld and head-mounted sequences in indoor and outdoor environments |
| EDS (Hidalgo-Carrió et al., 2022) | 3D reconstruction, video, reconstruction, occlusion removal | Paired event-RGB data along with IMU measurements |
| AE-NeRF (Feng et al., 2025) | 3D reconstruction, HDR conversion, occlusion removal | Synthetic data set based on an improved version of ESIM |
| PAEv3d (Wang et al., 2024c) | 3D reconstruction, occlusion removal, video reconstruction | Large scale data set containing 101 obejcts along with depth maps |
| EvaGaussians (Yu et al., 2024b) | Deblurring, video reconstruction, frame interpolation | Indoor and outdoor synthetic scenes and six 3D objects created using blender, 5 real world scenes |
| Real-World-Blur (Qi et al., 2023) | Deblurring, 3D reconstruction, video reconstruction | Color event camera data set of 5 low-light blur scenes |
| Real-World-Challenge (Qi et al., 2023) | Deblurring, 3D reconstruction, video reconstruction | Color event camera data set of 5 low-light blur scenes |
| Dynamic EventNeRF (Rudnev et al., 2023) | 3D reconstruction, video reconstruction, super resolution | Multi-view event stream data set with 6 event cameras |
| CHMD (Liu et al., 2025b) | Frame interpolation | Aligned data set of 90 sequences of high-speed non-linear moving targets |
| ClerMotion (Chen et al., 2025) | Frame interpolation | Real-world data set with object and camera motion |
| Data set | Tasks | Description |
|---|---|---|
| Event denoising, low light enhancement, video reconstruction | 3000 sequences of high resolution ( | |
| EventAID ( | Image and video enhancement, | |
| Low light enhancement, frame interpolation, video reconstruction | 64200 aligned image and low-light event pairs | |
| Super-resolution, video reconstruction, occlusion removal | 53 sequences stereo RGB-Event camera pair along with | |
| Stereo capture of gray scale images, event stream and | ||
| VECtor ( | Occlusion removal, frame interpolation | Stereo capture of |
| Deblurring, frame interpolation | 24fps | |
| Video reconstruction, super-resolution | Event camera data set with two independent sensors | |
| TemMat ( | Video reconstruction, frame interpolation, focus control | Low light high-dynamic range data set |
| HighREV ( | Frame interpolation, motion deblurring | Paired event - |
| Erf-X170FPS ( | Frame interpolation, video interpolation, super-resolution | High resolution high-fps video frames paired with event data of extremely large motion scenes |
| Colorization, super resolution, | Color event data set contining 50 min of paired footage | |
| BlinkFlow ( | Frame interpolation, video reconstruction, motion deblurring | Simulator for fast generation of event-based optical flow and associated data set |
| TUM-VIE ( | 3D reconstruction, video reconstruction, super resolution | Stereo event camera data from a large variety of handheld and head-mounted sequences in indoor and outdoor environments |
| 3D reconstruction, video, reconstruction, occlusion removal | Paired event-RGB data along with | |
| AE-NeRF ( | 3D reconstruction, | Synthetic data set based on an improved version of |
| PAEv3d ( | 3D reconstruction, occlusion removal, video reconstruction | Large scale data set containing 101 obejcts along with depth maps |
| EvaGaussians ( | Deblurring, video reconstruction, frame interpolation | Indoor and outdoor synthetic scenes and six 3D objects created using blender, 5 real world scenes |
| Real-World-Blur ( | Deblurring, 3D reconstruction, video reconstruction | Color event camera data set of 5 low-light blur scenes |
| Real-World-Challenge ( | Deblurring, 3D reconstruction, video reconstruction | Color event camera data set of 5 low-light blur scenes |
| Dynamic EventNeRF ( | 3D reconstruction, video reconstruction, super resolution | Multi-view event stream data set with 6 event cameras |
| Frame interpolation | Aligned data set of 90 sequences of high-speed non-linear moving targets | |
| ClerMotion ( | Frame interpolation | Real-world data set with object and camera motion |
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