Methods › General › Diffusion Models › Consistency Models › Papers where code ran, page 1
Consistency Models
Papers archive 2025-07-28
archive papers tagged: 59 · with a code link: 32 · where Syntology ran a sample: 14 (12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (14 of 59 tagged: 12 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 14 of the 14 tagged papers where Syntology ran at least one harvested sample (12 with a run with no instrument failure, 2 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.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line 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.
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Flow-Anchored Consistency Models 4 Jul 2025 · 1 repository · arXiv:2507.03738Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Unified Continuous Generative Models 12 May 2025 · 1 repository · arXiv:2505.07447Syntology official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 3 honoured, 1 violated, 6 with no contract checked; 9 where Syntology's instrument failed) · 2 unverified (of 21 harvested samples) · 4 pointer-only (licence)
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Inductive Moment Matching 10 Mar 2025 · 2 repositories · arXiv:2503.07565Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Improved Training Technique for Latent Consistency Models 3 Feb 2025 · 1 repository · arXiv:2502.01441Syntology official (archive's flag): 6 ran · 7 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; 6 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples 13 Nov 2024 · 1 repository · arXiv:2411.08954Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Consistency Diffusion Bridge Models 30 Oct 2024 · 2 repositories · arXiv:2410.22637Syntology 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models 28 Oct 2024 · 1 repository · arXiv:2410.20660Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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One Step Diffusion via Shortcut Models 16 Oct 2024 · 2 repositories · arXiv:2410.12557Syntology official (archive's flag): 1 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Consistency Flow Matching: Defining Straight Flows with Velocity Consistency 2 Jul 2024 · 1 repository · arXiv:2407.02398Syntology official (archive's flag): 11 ran · 11 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; 3 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 7 pointer-only (licence)
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Phased Consistency Models 28 May 2024 · 1 repository · arXiv:2405.18407Syntology official (archive's flag): 1 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) · 0 unverified (of 1 harvested sample)
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Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination 25 May 2024 · 1 repository · arXiv:2405.16260Syntology 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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Bidirectional Consistency Models 26 Mar 2024 · 1 repository · arXiv:2403.18035Syntology official (archive's flag): 2 ran · 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) · 4 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Nearest Neighbour Score Estimators for Diffusion Generative Models 12 Feb 2024 · 1 repository · arXiv:2402.08018Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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Consistency Models 2 Mar 2023 · 15 repositories · arXiv:2303.01469Syntology official (archive's flag): 14 ran · 32 ran (of which 5 constructed an object rather than computing a result; 22 with no instrument failure: 5 honoured, 3 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 25 unverified (of 57 harvested samples) · 18 pointer-only (licence)