Datasets › DAVIS 2017 › Papers where code ran, page 1

DAVIS 2017

Papers archive 2025-07-28

papers with a benchmark row: 91 · with a code link: 76 · where Syntology ran a sample: 40 (37 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (40 of 91 with a benchmark row: 37 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.

Page 1 of 1: papers 1 to 40 of the 40 papers with a benchmark row here where Syntology ran at least one harvested sample (37 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 308. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
HyperSeg: Towards Universal Visual Segmentation with Large Language Model 1 1 26 Nov 2024 official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 1 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence)
SAM 2: Segment Anything in Images and Videos 11 1 1 Aug 2024 official (archive's flag): 3 ran · 40 ran (of which 9 constructed an object rather than computing a result; 34 with no instrument failure: 2 honoured, 0 violated, 32 with no contract checked; 6 where Syntology's instrument failed) · 9 unverified (8 pointer-only for licence)
Temporally Consistent Referring Video Object Segmentation with Hybrid Memory 1 1 28 Mar 2024 official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 1 violated, 7 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence)
UniVS: Unified and Universal Video Segmentation with Prompts as Queries 1 2 28 Feb 2024 official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (14 pointer-only for licence)
Putting the Object Back into Video Object Segmentation 1 6 19 Oct 2023 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Tracking Anything with Decoupled Video Segmentation 1 5 7 Sep 2023 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (10 pointer-only for licence)
Spectrum-guided Multi-granularity Referring Video Object Segmentation 1 1 25 Jul 2023 official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence)
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction 1 1 17 Mar 2023 official (archive's flag): 3 ran · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified
Universal Instance Perception as Object Discovery and Retrieval 1 1 12 Mar 2023 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation 1 1 14 Feb 2023 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence)
TarViS: A Unified Approach for Target-based Video Segmentation 1 1 6 Jan 2023 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 2 14 14 Jul 2022 official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
Towards Robust Video Object Segmentation with Adaptive Object Calibration 1 1 2 Jul 2022 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence)
Language as Queries for Referring Video Object Segmentation 1 1 3 Jan 2022 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (8 pointer-only for licence)
Reliable Propagation-Correction Modulation for Video Object Segmentation 1 4 6 Dec 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Dense Unsupervised Learning for Video Segmentation 1 1 11 Nov 2021 official (archive's flag): 6 ran · 6 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified
Hierarchical Memory Matching Network for Video Object Segmentation 1 2 23 Sep 2021 official (archive's flag): 5 ran · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (8 pointer-only for licence)
Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation 1 1 27 Jul 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
Do Different Tracking Tasks Require Different Appearance Models? 1 1 5 Jul 2021 official (archive's flag): 6 ran · 6 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation 3 2 9 Jun 2021 official: harvested, nothing ran · 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (2 pointer-only for licence)
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias 2 1 7 Jun 2021 official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Emerging Properties in Self-Supervised Vision Transformers 32 1 29 Apr 2021 official: no sample here; runs from other or unrecorded repositories · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (4 pointer-only for licence)
Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps 1 1 21 Apr 2021 official (archive's flag): 7 ran · 7 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified
Video Instance Segmentation with a Propose-Reduce Paradigm 1 1 25 Mar 2021 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (5 pointer-only for licence)
Efficient Regional Memory Network for Video Object Segmentation 1 2 24 Mar 2021 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion 5 3 14 Mar 2021 official (archive's flag): 2 ran · 10 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 8 unverified
Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration 1 2 13 Oct 2020 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Interactive Video Object Segmentation Using Global and Local Transfer Modules 4 1 16 Jul 2020 official (archive's flag): 3 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
Learning Video Object Segmentation from Unlabeled Videos 1 2 10 Mar 2020 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking 1 2 15 Jan 2020 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified
Siam R-CNN: Visual Tracking by Re-Detection 1 2 28 Nov 2019 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Joint-task Self-supervised Learning for Temporal Correspondence 2 1 26 Sep 2019 official (archive's flag): 18 ran · 18 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence)
RANet: Ranking Attention Network for Fast Video Object Segmentation 2 2 19 Aug 2019 official (archive's flag): 8 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Spatiotemporal CNN for Video Object Segmentation 1 1 4 Apr 2019 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Video Object Segmentation using Space-Time Memory Networks 3 3 1 Apr 2019 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation 3 2 25 Feb 2019 community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Fast Online Object Tracking and Segmentation: A Unifying Approach 3 2 12 Dec 2018 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence)
A Generative Appearance Model for End-to-end Video Object Segmentation 1 2 28 Nov 2018 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation 5 2 24 Jul 2018 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence)
Video Frame Synthesis using Deep Voxel Flow 3 1 8 Feb 2017 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)