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process_checkpoint

Syntologyentry name in harvested coderead from the graph 2026-09-24

process_checkpoint appears in the code Syntology harvested for 87 papers, as 7 distinct code bodies found in 89 places (a place is one code body under one paper). At least one of them ran in 64 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named process_checkpoint do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 5 of the 7 distinct code bodies named process_checkpoint; 2 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
5ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 89 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

87 papers shown of 87, newest first; 89 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 3 papers added by Syntology; 9 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Three Phases of Expert Routing: How Load Balance Evolves During Mixture-of-Experts Training added by Syntology 2026-04 (from id) Cmouzouni/three-phases-moe/experiments/aws_olmoe_dense.py 5b20d854dd88346d unverified MIT (permissive)
SPOT-Occ: Sparse Prototype-guided Transformer for Camera-based 3D Occupancy Prediction added by Syntology 2026-02 (from id) chensuzeyu/SpotOcc/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Unleashing the Temporal Potential of Stereo Event Cameras for Continuous-Time 3D Object Detection added by Syntology 2025-08 (from id) mickeykang16/Ev-Stereo3D/mmdetection_kitti/.dev_scripts/gather_models.py e76a491553cf9fcf ran no licence file found · pointer only
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation 4 Nov 2024 lizzy8587/castdet/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Enhancing Vectorized Map Perception with Historical Rasterized Maps 1 Sep 2024 HXMap/HRMapNet/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling 2 Jul 2024 zmhhmz/resfu/mmsegmentation/.dev_scripts/gather_models.py 4037fd6bcb9ca210 ran no licence file found · pointer only
HRSAM: Efficient Interactive Segmentation in High-Resolution Images 2 Jul 2024 youhuang67/high-resolution-segment-anything/mmsegmentation/.dev_scripts/gather_models.py 4037fd6bcb9ca210 ran no licence file found · pointer only
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving 27 May 2024 Daniel-xsy/RoboBEV/zoo/BEVDet/.dev_scripts/gather_models.py e76a491553cf9fcf ran no licence file found · pointer only
An Empirical Study of Training State-of-the-Art LiDAR Segmentation Models 23 May 2024 open-mmlab/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation 10 May 2024 nizhenliang/cgrseg/.dev/gather_models.py aa74cd62302ed7c8 ran Apache-2.0 (permissive)
PTQ4SAM: Post-Training Quantization for Segment Anything 6 May 2024 chengtao-lv/PTQ4SAM/mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified no licence file found · pointer only
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions 7 Apr 2024 opendatalab/MLS-BRN/.dev_scripts/gather_models.py 138e112e22b0314e unverified no licence file found · pointer only
Improving Bird's Eye View Semantic Segmentation by Task Decomposition 2 Apr 2024 happytianhao/TaDe/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model 2 Apr 2024 zhuqinfeng1999/samba/.dev_scripts/gather_models.py 4037fd6bcb9ca210 ran Apache-2.0 (permissive)
MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction 1 Apr 2024 xiaolul2/MGMap/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
TOD3Cap: Towards 3D Dense Captioning in Outdoor Scenes 28 Mar 2024 jxbbb/tod3cap/tod3cap_camera/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran no licence file found · pointer only
DualBEV: Unifying Dual View Transformation with Probabilistic Correspondences 8 Mar 2024 peidongli/dualbev/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction 27 Feb 2024 hxmap/mapqr/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
UniCell: Universal Cell Nucleus Classification via Prompt Learning 20 Feb 2024 lhaof/UniCell/mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified no licence file found · pointer only
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline 1 Feb 2024 simarkareer/unifiedvideoda/.dev/gather_models.py 4037fd6bcb9ca210 ran Apache-2.0 (permissive)
Rethinking Centered Kernel Alignment in Knowledge Distillation 22 Jan 2024 Klayand/PCKA/PCKA/mmyolo/.dev_scripts/gather_models.py 4d5e2d377341d2fd ran no licence file found · pointer only
Semantic-aware SAM for Point-Prompted Instance Segmentation 26 Dec 2023 zhaoyangwei123/sapnet/TOV_mmdetection/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran no licence file found · pointer only
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object Detection 4 Dec 2023 woxihuanjiangguo/bevnext/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
ScalableMap: Scalable Map Learning for Online Long-Range Vectorized HD Map Construction 20 Oct 2023 jingy1yu/scalablemap/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran no licence file found · pointer only
Perceptual Artifacts Localization for Image Synthesis Tasks 9 Oct 2023 open-mmlab/mmsegmentation/.dev_scripts/gather_models.py 4037fd6bcb9ca210 ran Apache-2.0 (permissive)
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation 25 Sep 2023 VinAIResearch/Dataset-Diffusion/mmsegmentation/.dev/gather_models.py 4037fd6bcb9ca210 ran AGPL-3.0 (copyleft) · pointer only
Small Object Detection via Coarse-to-fine Proposal Generation and Imitation Learning 18 Aug 2023 shaunyuan22/CFINet/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection 2 Jun 2023 JessieW0806/Bi-LRFusion/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Instance Segmentation in the Dark 27 Apr 2023 linwei-chen/lis/mmdetection/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran MIT (permissive)
Compensation Learning in Semantic Segmentation 26 Apr 2023 tnt-LUH/compensation_learning/.dev/gather_models.py 4037fd6bcb9ca210 ran Apache-2.0 (permissive)
OccFormer: Dual-path Transformer for Vision-based 3D Semantic Occupancy Prediction 11 Apr 2023 zhangyp15/occformer/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction 3 Apr 2023 Sense-X/HoP/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection 31 Mar 2023 hht1996ok/ea-bev/mmdetection-2.11.0/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images 25 Mar 2023 Cuogeihong/CEASC/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Detecting Everything in the Open World: Towards Universal Object Detection 21 Mar 2023 zhenyuw16/UniDetector/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Learning Context-aware Classifier for Semantic Segmentation 21 Mar 2023 tianzhuotao/CAC/.dev/gather_models.py aa74cd62302ed7c8 ran Apache-2.0 (permissive)
CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction 13 Feb 2023 zhanggang001/cfnet/ced-mmdet/.dev_scripts/gather_models.py 138e112e22b0314e unverified MIT recorded; this copy not marked cleared · pointer only
TiG-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning 28 Dec 2022 adlab3ds/tig-bev/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
RTMDet: An Empirical Study of Designing Real-Time Object Detectors 14 Dec 2022 RangiLyu/mmdetection_test/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Towards Long-Tailed 3D Detection 16 Nov 2022 neeharperi/LT3D/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection 5 Oct 2022 divadi/solofusion/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation 20 Sep 2022 jwliang007/ikd/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Point-to-Box Network for Accurate Object Detection via Single Point Supervision 14 Jul 2022 ucas-vg/P2BNet/TOV_mmdetection/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran MIT (permissive)
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark 28 Jun 2022 Chasel-Tsui/mmdet-aitod/mmdet-nwdrka/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework 27 May 2022 ADLab-AutoDrive/BEVFusion/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection 6 May 2022 cuiziteng/MAET/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Temporally Efficient Vision Transformer for Video Instance Segmentation 18 Apr 2022 hustvl/TeViT/.dev_scripts/gather_models.py 138e112e22b0314e unverified MIT (permissive)
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation 5 Apr 2022 Hi-FT/ERD/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Exploring Plain Vision Transformer Backbones for Object Detection 30 Mar 2022 ViTAE-Transformer/ViTDet/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers 22 Mar 2022 xuyangbai/transfusion/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation 20 Mar 2022 mengqidyangge/hierkd/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection 17 Mar 2022 Divadi/DetMatch/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation 15 Mar 2022 wangzt-halo/das/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-Training for Spatial-Aware Visual Representations 9 Dec 2021 zhyever/simipu/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information 30 Nov 2021 surajkothawade/talisman/.dev_scripts/gather_models.py 138e112e22b0314e unverified MIT (permissive)
A Normalized Gaussian Wasserstein Distance for Tiny Object Detection 26 Oct 2021 jwwangchn/NWD/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran Apache-2.0 (permissive)
Parsing Table Structures in the Wild 6 Sep 2021 ArchieAlexArkhipov/Cycle-CenterNet/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
Improving Object Detection by Label Assignment Distillation 24 Aug 2021 Bo396543018/picodet_repro/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
TOOD: Task-aligned One-stage Object Detection 17 Aug 2021 fcjian/TOOD/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran Apache-2.0 (permissive)
Exploring Classification Equilibrium in Long-Tailed Object Detection 17 Aug 2021 fcjian/LOCE/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
CBNet: A Composite Backbone Network Architecture for Object Detection 1 Jul 2021 VDIGPKU/CBNetV2/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran Apache-2.0 (permissive)
On the Connection between Local Attention and Dynamic Depth-wise Convolution 8 Jun 2021 Atten4Vis/DemystifyLocalViT/downstreams/detection/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 UAws/CV-3315-Is-All-You-Need/.dev/gather_models.py aa74cd62302ed7c8 ran Apache-2.0 (permissive)
A Large-Scale Benchmark for Food Image Segmentation 12 May 2021 LARC-CMU-SMU/FoodSeg103-Benchmark-v1/.dev/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Instances as Queries 5 May 2021 sty16/cell_mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection 22 Apr 2021 AllenPeng0209/deeproute_competition/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds 13 Apr 2021 cheng052/BRNet/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 koechslin/swin-transformer-semantic-segmentation/.dev/gather_models.py e76a491553cf9fcf ran Apache-2.0 recorded; this copy not marked cleared · pointer only
Anchor-Free Person Search 22 Mar 2021 daodaofr/AlignPS/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
VarifocalNet: An IoU-aware Dense Object Detector 31 Aug 2020 hyz-xmaster/VarifocalNet/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection 8 Jun 2020 Yuxiang1995/ICDAR2021_MFD/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement 19 Jan 2020 cuiziteng/iccv_maet/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
Image-based table recognition: data, model, and evaluation 25 Nov 2019 namtuanly/MTL-TabNet/mmdetection-2.11.0/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection 11 Sep 2019 researchmm/WSOD2/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT recorded; this copy not marked cleared · pointer only
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object 15 Aug 2019 SJTU-Thinklab-Det/r3det-on-mmdetection/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
MMDetection: Open MMLab Detection Toolbox and Benchmark 17 Jun 2019 13952522076/mmdet0/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
MMDetection: Open MMLab Detection Toolbox and Benchmark 17 Jun 2019 jichengYUAN/mmdetectionCust/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran Apache-2.0 (permissive)
MMDetection: Open MMLab Detection Toolbox and Benchmark 17 Jun 2019 fehmikahraman/mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
RepPoints: Point Set Representation for Object Detection 25 Apr 2019 Scalsol/RepPointsV2/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT recorded; this copy not marked cleared · pointer only
Multispectral Deep Neural Networks for Pedestrian Detection 8 Nov 2016 xuez-phd/tfdet/mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
arXiv:openreview_WR05xy9mFT CQU-AVL/MapUQ/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
arXiv:Zhang_Reconciling_Object-Level_and_Global-Level_Objectives_for_Long-Tail_Detection_ICCV_2023_paper EricZsy/ROG/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
arXiv:Zhang_AHCPTQ_Accurate_and_Hardware-Compatible_Post-Training_Quantization_for_Segment_Anything_Model_ICCV_2025_paper Keio-CSG/AHCPTQ/mmdetection/.dev_scripts/gather_models.py 138e112e22b0314e unverified Apache-2.0 (permissive)
arXiv:Yang_Balanced_and_Hierarchical_Relation_Learning_for_One-Shot_Object_Detection_CVPR_2022_paper hero-y/BHRL/.dev_scripts/gather_models.py ae35528c6bd4bd1c ran Apache-2.0 (permissive)
arXiv:Wang_Exploring_Set_Similarity_for_Dense_Self-Supervised_Representation_Learning_CVPR_2022_paper WXinlong/mmsegmentation/.dev/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
arXiv:Liu_Integrally_Migrating_Pre-trained_Transformer_Encoder-decoders_for_Visual_Object_Detection_ICCV_2023_paper LiewFeng/imTED/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
arXiv:Lee_SOAP_Vision-Centric_3D_Semantic_Scene_Completion_with_Scene-Adaptive_Decoder_and_CVPR_2025_paper gywns6287/SOAP/mmdetection3d/.dev_scripts/gather_models.py e76a491553cf9fcf ran MIT (permissive)
arXiv:Jiao_MSMDFusion_Fusing_LiDAR_and_Camera_at_Multiple_Scales_With_Multi-Depth_CVPR_2023_paper SxJyJay/MSMDFusion/.dev_scripts/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)
arXiv:Guo_ISDNet_Integrating_Shallow_and_Deep_Networks_for_Efficient_Ultra-High_Resolution_CVPR_2022_paper cedricgsh/ISDNet/.dev/gather_models.py e76a491553cf9fcf ran Apache-2.0 (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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