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⌀ | model_name
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⌀ | metric_name
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⌀ | metric_value
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⌀ |
|---|---|---|---|---|---|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
Venue
|
Open-Source
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
Aesthetics
|
0.4727
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
Motion
|
0.1203
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
FaceSim
|
0.1658
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
GmeScore
|
0.7138
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
NexusScore
|
0.4004
|
Image to Video Generation > Open-Domain Subject-to-Video
|
OpenS2V-Eval
|
Wan2.1-VACE-1.3B-Preview
|
https://arxiv.org/abs/2503.07598v1
|
NaturalScore
|
0.7056
|
Emotion Interpretation
|
EIBench (complex)
|
ChatGPT-4o
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
39.27
|
Emotion Interpretation
|
EIBench (complex)
|
LLaVA-NEXT (13B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
39.16
|
Emotion Interpretation
|
EIBench (complex)
|
LLaVA-NEXT (7B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
38.71
|
Emotion Interpretation
|
EIBench (complex)
|
LLaVA-1.5 (13B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
38.1
|
Emotion Interpretation
|
EIBench (complex)
|
LLaVA-NEXT (34B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
35.37
|
Emotion Interpretation
|
EIBench (complex)
|
MiniGPT-v2
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
35.1
|
Emotion Interpretation
|
EIBench (complex)
|
Video-LLaVA
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
30.9
|
Emotion Interpretation
|
EIBench (complex)
|
ChatGPT-4V
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
28
|
Emotion Interpretation
|
EIBench (complex)
|
Otter
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
27.9
|
Emotion Interpretation
|
EIBench (complex)
|
Claude-3-haiku
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
24
|
Emotion Interpretation
|
EIBench (complex)
|
Qwen-VL-Chat
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
22
|
Emotion Interpretation
|
EIBench (complex)
|
Claude-3-sonnet
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
21.37
|
Emotion Interpretation
|
EIBench (complex)
|
Qwen-vl-plus
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
20.37
|
Emotion Interpretation
|
EIBench
|
Claude-3-haiku
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
63.24
|
Emotion Interpretation
|
EIBench
|
LLaVA-1.5 (13B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
54.37
|
Emotion Interpretation
|
EIBench
|
LLaVA-NEXT (13B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
54.33
|
Emotion Interpretation
|
EIBench
|
Claude-3-sonnet
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
54.1
|
Emotion Interpretation
|
EIBench
|
LLaVA-NEXT (7B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
53.82
|
Emotion Interpretation
|
EIBench
|
MiniGPT-v2
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
52.89
|
Emotion Interpretation
|
EIBench
|
ChatGPT-4o
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
49.99
|
Emotion Interpretation
|
EIBench
|
Video-LLaVA
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
49.26
|
Emotion Interpretation
|
EIBench
|
LLaVA-NEXT (34B)
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
49.03
|
Emotion Interpretation
|
EIBench
|
ChatGPT-4V
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
46.86
|
Emotion Interpretation
|
EIBench
|
Otter
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
42.81
|
Emotion Interpretation
|
EIBench
|
Qwen-vl-plus
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
31
|
Emotion Interpretation
|
EIBench
|
Qwen-VL-Chat
|
https://arxiv.org/abs/2504.07521v2
|
Recall
|
26.45
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
JSD BEV
|
0.416
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
JSD 3D
|
0.573
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.5m
|
32.43
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.2m
|
22.99
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.1m
|
13.40
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff (refined)
|
https://arxiv.org/abs/2403.13470v1
|
Chamfer Distance
|
0.376
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
JSD BEV
|
0.403
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
JSD 3D
|
0.542
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.5m
|
36.59
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.2m
|
25.76
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.1m
|
14.93
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM (refined)
|
https://arxiv.org/abs/2504.17791v1
|
Chamfer Distance
|
0.377
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
JSD BEV
|
0.444
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
JSD 3D
|
0.564
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.5m
|
31.47
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.2m
|
16.79
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
Voxel IoU 0.1m
|
4.67
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDiff
|
https://arxiv.org/abs/2403.13470v1
|
Chamfer Distance
|
0.434
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
JSD BEV
|
0.440
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
JSD 3D
|
0.532
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.5m
|
34.09
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.2m
|
19.45
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
Voxel IoU 0.1m
|
6.27
|
Lidar Scene Completion
|
SemanticKITTI
|
LiDPM
|
https://arxiv.org/abs/2504.17791v1
|
Chamfer Distance
|
0.446
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
ancast
|
https://aclanthology.org/2024.lrec-main.94/
|
Pearson’s ρ (amean)
|
59.95
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
WWLKΘ
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
54.90
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
S2MATCH
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
52.22
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
S2MATCH
|
https://arxiv.org/abs/2108.11949v1
|
Spearman Correlation
|
50.89
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
SMATCH
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
51.28
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
SMATCH
|
https://arxiv.org/abs/2108.11949v1
|
Spearman Correlation
|
50.44
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
WLK
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
50.44
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
WLK
|
https://arxiv.org/abs/2108.11949v1
|
Spearman Correlation
|
49.64
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
SEMA
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
46.29
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
SEMBLEU, k=4
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
46.15
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
WWLK
|
https://arxiv.org/abs/2108.11949v1
|
Pearson’s ρ (amean)
|
45.30
|
AMR Graph Similarity
|
Benchmark for AMR Metrics based on Overt Objectives
|
rematch
| null |
Spearman Correlation
|
50.59
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median translation error (cm)
|
12.86
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median rotation error (deg)
|
1.26
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 10cm (%)
|
30.55
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 50cm (%)
|
81.58
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m (%)
|
84.5
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m 30 deg (%)
|
84.2
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median translation error (cm)
|
11.7
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median rotation error (deg)
|
1.14
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 10cm (%)
|
35.99
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 50cm (%)
|
84.06
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m (%)
|
86.73
|
Indoor Localization > Indoor Localization (3-DoF Pose: X, Y, Yaw)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m 30 deg (%)
|
86.25
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median rotation error (deg)
|
1.62
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 10cm (%)
|
23.54
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 50cm (%)
|
81.48
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m (%)
|
84.5
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m 30 deg (%)
|
84.18
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, furnished)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median translation error (cm)
|
14.3
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median translation error (cm)
|
13.09
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
<1m median rotation error (deg)
|
1.5
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 10cm (%)
|
28.77
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 50cm (%)
|
83.97
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m (%)
|
86.73
|
Indoor Localization > Indoor Localization (6-DoF Pose)
|
Structured3D (perspective, emtpy)
|
SPVLoc
|
https://arxiv.org/abs/2404.10527v2
|
Recall 1m 30 deg (%)
|
86.21
|
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