← Bench2Drive
Papers with Code · CC BY-SA 4.0

Bench2Drive

아카이브 평가 35건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
HiP-AD
Driving Score
86.77
HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder
2025-03-11
코드 1
R2SE
Driving Score
86.28
연결 없음
논문 날짜 미기재
연결 없음
SimLingo-Base (CarLLaVa)
Driving Score
85.94
CarLLaVA: Vision language models for camera-only closed-loop driving
2024-06-14
코드 1
TransFuser++
Driving Score
84.21
Hidden Biases of End-to-End Driving Models
2023-06-13
코드 1
GaussianFusion
Driving Score
79.4
GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving
2025-05-27
연결 없음
ORION
Driving Score
77.7
ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation
2025-03-25
연결 없음
Raw2Drive
Driving Score
74.36
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
2025-05-22
연결 없음
ETA
Driving Score
74.33
연결 없음
논문 날짜 미기재
연결 없음
DriveMoE
Driving Score
74.22
DriveMoE: Mixture-of-Experts for Vision-Language-Action Model in End-to-End Autonomous Driving
2025-05-22
연결 없음
Hydra-NeXt
Driving Score
73.86
Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training
2025-03-15
코드 1
VL (on failure)
Driving Score
73.29
Validity Learning on Failures: Mitigating the Distribution Shift in Autonomous Vehicle Planning
2024-06-03
연결 없음
DRIVER
Driving Score
68.90
연결 없음
논문 날짜 미기재
연결 없음
DiffAD
Driving Score
67.92
DiffAD: A Unified Diffusion Modeling Approach for Autonomous Driving
2025-03-15
연결 없음
NavigationDrive
Driving Score
67.17
연결 없음
논문 날짜 미기재
연결 없음
iPad
Driving Score
65.02
iPad: Iterative Proposal-centric End-to-End Autonomous Driving
2025-05-21
코드 1
DriveAdapter
Driving Score
64.22
DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving
2023-08-01
코드 1
ReasonPlan
Driving Score
64.01
ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving
2025-05-26
코드 1
Drivetransformer-Large
Driving Score
63.46
DriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving
2025-03-07
코드 1
ThinkTwice
Driving Score
62.44
Think Twice before Driving: Towards Scalable Decoders for End-to-End Autonomous Driving
2023-05-10
코드 1
TCP-traj
Driving Score
59.90
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
2022-06-16
코드 1
DiFSD
Driving Score
52.02
DiFSD: Ego-Centric Fully Sparse Paradigm with Uncertainty Denoising and Iterative Refinement for Efficient End-to-End Self-Driving
2024-09-15
코드 1
X-Driver
Driving Score
51.70
X-Driver: Explainable Autonomous Driving with Vision-Language Models
2025-05-08
연결 없음
TCP-traj w/o distillation
Driving Score
49.30
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline
2022-06-16
코드 1
CogAD
Driving Score
48.30
CogAD: Cognitive-Hierarchy Guided End-to-End Autonomous Driving
2025-05-27
연결 없음
MomAD
Driving Score
47.91
연결 없음
논문 날짜 미기재
연결 없음
UniAD-Base
Driving Score
45.81
Planning-oriented Autonomous Driving
2022-12-20
코드 1
TTOG
Driving Score
45.23
Two Tasks, One Goal: Uniting Motion and Planning for Excellent End To End Autonomous Driving Performance
2025-04-17
연결 없음
GenAD
Driving Score
44.81
GenAD: Generative End-to-End Autonomous Driving
2024-02-18
코드 1
SparseDrive
Driving Score
44.54
SparseDrive: End-to-End Autonomous Driving via Sparse Scene Representation
2024-05-30
코드 1 · 코드 2
VAD
Driving Score
42.35
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
2023-03-21
코드 1 · 코드 2