Methods › Computer Vision › Image Segmentation Models › SAM › Papers where code ran, page 2
Segment Anything Model
SAM
Papers archive 2025-07-28
archive papers tagged: 905 · with a code link: 454 · where Syntology ran a sample: 146 (132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (146 of 905 tagged: 132 with a run with no instrument failure, 14 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 2 of 2: papers 101 to 146 of the 146 tagged papers where Syntology ran at least one harvested sample (132 with a run with no instrument failure, 14 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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SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints 5 Dec 2023 · 2 repositories · arXiv:2312.02464Syntology community repositories only · 8 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; 0 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples)
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PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation 5 Dec 2023 · 1 repository · arXiv:2312.03015Syntology official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 17 harvested samples)
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Gaussian Grouping: Segment and Edit Anything in 3D Scenes 1 Dec 2023 · 1 repository · arXiv:2312.00732Syntology official (archive's flag): 9 ran · 9 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; 0 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Critical Influence of Overparameterization on Sharpness-aware Minimization 29 Nov 2023 · 1 repository · arXiv:2311.17539Syntology 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) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation 29 Nov 2023 · 1 repository · arXiv:2311.17707Syntology 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) · 4 unverified (of 16 harvested samples) · 2 pointer-only (licence)
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Unleashing the Power of Prompt-driven Nucleus Instance Segmentation 27 Nov 2023 · 1 repository · arXiv:2311.15939Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation 25 Nov 2023 · 1 repository · arXiv:2311.14986Syntology 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) · 0 unverified (of 5 harvested samples)
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SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks 20 Nov 2023 · 1 repository · arXiv:2311.11969Syntology official (archive's flag): 10 ran · 10 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; 2 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images 23 Oct 2023 · 1 repository · arXiv:2310.15161Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
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Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models 19 Oct 2023 · 1 repository · arXiv:2310.13026Syntology official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples) · 3 pointer-only (licence)
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Soft ascent-descent as a stable and flexible alternative to flooding 16 Oct 2023 · 1 repository · arXiv:2310.10006Syntology 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, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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TRAM: Bridging Trust Regions and Sharpness Aware Minimization 5 Oct 2023 · 1 repository · arXiv:2310.03646Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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On Memorization and Privacy Risks of Sharpness Aware Minimization 30 Sep 2023 · 0 repositories · arXiv:2310.00488Syntology 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Enhancing Sharpness-Aware Optimization Through Variance Suppression 27 Sep 2023 · 1 repository · arXiv:2309.15639Syntology 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 (of 5 harvested samples) · 1 pointer-only (licence)
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Sharpness-Aware Minimization and the Edge of Stability 21 Sep 2023 · 1 repository · arXiv:2309.12488Syntology 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 (of 1 harvested sample)
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MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation 16 Sep 2023 · 1 repository · arXiv:2309.08842Syntology official (archive's flag): 10 ran · 10 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; 3 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting 13 Sep 2023 · 1 repository · arXiv:2309.06824Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images 4 Sep 2023 · 1 repository · arXiv:2309.01429Syntology official (archive's flag): 14 ran · 14 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; 2 where Syntology's instrument failed) · 1 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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SAM-Med2D 30 Aug 2023 · 3 repositories · arXiv:2308.16184Syntology community repositories only · 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 (of 1 harvested sample)
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AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation 28 Aug 2023 · 1 repository · arXiv:2308.14936Syntology 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) · 1 unverified (of 2 harvested samples)
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SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation 17 Aug 2023 · 1 repository · arXiv:2308.08746Syntology 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) · 3 unverified (of 14 harvested samples) · 6 pointer-only (licence)
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Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation 15 Aug 2023 · 1 repository · arXiv:2308.07624Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition 15 Aug 2023 · 2 repositories · arXiv:2308.07815Syntology 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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation 7 Aug 2023 · 1 repository · arXiv:2308.03726Syntology official (archive's flag): 9 ran · 9 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; 6 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Lookbehind-SAM: k steps back, 1 step forward 31 Jul 2023 · 1 repository · arXiv:2307.16704Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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RepViT: Revisiting Mobile CNN From ViT Perspective 18 Jul 2023 · 8 repositories · arXiv:2307.09283Syntology 6 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; 2 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 5 pointer-only (licence)
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BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs 17 Jul 2023 · 1 repository · arXiv:2307.08581Syntology 10 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Towards Cross-Table Masked Pretraining for Web Data Mining 10 Jul 2023 · 2 repositories · arXiv:2307.04308Syntology 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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SAMAug: Point Prompt Augmentation for Segment Anything Model 3 Jul 2023 · 1 repository · arXiv:2307.01187Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 5 pointer-only (licence)
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Segment Anything Meets Point Tracking 3 Jul 2023 · 1 repository · arXiv:2307.01197Syntology 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) · 5 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot 29 Jun 2023 · 1 repository · arXiv:2306.16623Syntology 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) · 0 unverified (of 7 harvested samples)
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Faster Segment Anything: Towards Lightweight SAM for Mobile Applications 25 Jun 2023 · 3 repositories · arXiv:2306.14289Syntology community repositories only · 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)
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How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images 23 Jun 2023 · 1 repository · arXiv:2306.13731Syntology official (archive's flag): 6 ran · 6 ran (of which 0 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) · 1 unverified (of 7 harvested samples)
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Ladder Fine-tuning approach for SAM integrating complementary network 22 Jun 2023 · 1 repository · arXiv:2306.12737Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 7 pointer-only (licence)
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Differentially Private Sharpness-Aware Training 9 Jun 2023 · 1 repository · arXiv:2306.05651Syntology official (archive's flag): 1 ran · 9 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Matting Anything 8 Jun 2023 · 1 repository · arXiv:2306.05399Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 5 pointer-only (licence)
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Optimal Transport Model Distributional Robustness 7 Jun 2023 · 1 repository · arXiv:2306.04178Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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SAM3D: Segment Anything in 3D Scenes 6 Jun 2023 · 1 repository · arXiv:2306.03908Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 3 pointer-only (licence)
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Segment Anything in High Quality 2 Jun 2023 · 4 repositories · arXiv:2306.01567Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 14 unverified (of 17 harvested samples) · 8 pointer-only (licence)
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A Similarity Alignment Model for Video Copy Segment Matching 25 May 2023 · 1 repository · arXiv:2305.15679Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Explain Any Concept: Segment Anything Meets Concept-Based Explanation 17 May 2023 · 1 repository · arXiv:2305.10289Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model 3 May 2023 · 2 repositories · arXiv:2305.02034Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems 2 May 2023 · 1 repository · arXiv:2305.01586Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 6 pointer-only (licence)
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Customized Segment Anything Model for Medical Image Segmentation 26 Apr 2023 · 1 repository · arXiv:2304.13785Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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Segment Anything in 3D with Radiance Fields 24 Apr 2023 · 1 repository · arXiv:2304.12308Syntology official (archive's flag): 13 ran · 13 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; 3 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples) · 6 pointer-only (licence)
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Segment Anything 5 Apr 2023 · 32 repositories · arXiv:2304.02643Syntology official (archive's flag): 1 ran · 20 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 2 violated, 12 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 23 harvested samples) · 2 pointer-only (licence)