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9.22k
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
MACCS FTS
84.7
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
RDK FTS
70.8
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Morgan FTS
62.4
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Frechet ChemNet Distance (FCD)
0.57
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Validity
88.7
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Text2Mol
49.6
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
BLEU
76.9
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Exact Match
8.1
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Levenshtein
24.458
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
MACCS FTS
72.1
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
RDK FTS
58.8
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Morgan FTS
52.9
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Frechet ChemNet Distance (FCD)
2.18
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Validity
77.2
Text-based de novo Molecule Generation
ChEBI-20
MolT5-base
https://arxiv.org/abs/2204.11817v3
Parameter Count
220000000
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
BLEU
75.6
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
Exact Match
5.1
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
Levenshtein
26.315
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
MACCS FTS
73.8
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
RDK FTS
58.2
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
Morgan FTS
51.9
Text-based de novo Molecule Generation
ChEBI-20
GIT-Mol-caption
https://arxiv.org/abs/2308.06911v3
Validity
92.8
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Text2Mol
48.2
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
BLEU
75.5
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Exact Match
7.9
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Levenshtein
25.988
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
MACCS FTS
70.3
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
RDK FTS
56.8
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Morgan FTS
51.7
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Frechet ChemNet Distance (FCD)
2.49
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Validity
72.1
Text-based de novo Molecule Generation
ChEBI-20
MolT5-small
https://arxiv.org/abs/2204.11817v3
Parameter Count
60000000
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
BLEU
75
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Exact Match
21.2
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Levenshtein
27.39
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
MACCS FTS
87.4
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
RDK FTS
76.7
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Morgan FTS
69.7
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Frechet ChemNet Distance (FCD)
0.061
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Validity
79.2
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 base
https://arxiv.org/abs/2301.12586v2
Parameter Count
220000000
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
BLEU
73.9
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Exact Match
15.7
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Levenshtein
28.54
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
MACCS FTS
85.9
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
RDK FTS
73.6
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Morgan FTS
66
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Frechet ChemNet Distance (FCD)
0.066
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Validity
77.6
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5 small
https://arxiv.org/abs/2301.12586v2
Parameter Count
60000000
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Text2Mol
57.8
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Exact Match
21.5
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
MACCS FTS
85.9
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
RDK FTS
75.7
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Morgan FTS
66.7
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Frechet ChemNet Distance (FCD)
0.45
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Validity
98.3
Text-based de novo Molecule Generation
ChEBI-20
MolXPT
https://arxiv.org/abs/2305.10688v2
Parameter Count
350000000
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OmniVec2
http://openaccess.thecvf.com//content/CVPR2024/html/Srivastava_OmniVec2_-_A_Novel_Transformer_based_Network_for_Large_Scale_CVPR_2024_paper.html
Overall Accuracy
97.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGST
https://arxiv.org/abs/2410.08114v1
Overall Accuracy
96.18
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGST
https://arxiv.org/abs/2410.08114v1
OBJ-BG (OA)
99.48
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGST
https://arxiv.org/abs/2410.08114v1
OBJ-ONLY (OA)
97.76
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
OmniVec
https://arxiv.org/abs/2311.05709v1
Overall Accuracy
96.1
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer
https://arxiv.org/abs/2407.13519v2
Overall Accuracy
95.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer
https://arxiv.org/abs/2407.13519v2
Mean Accuracy
93.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer
https://arxiv.org/abs/2407.13519v2
Number of params
2.36M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer
https://arxiv.org/abs/2407.13519v2
FLOPs
0.7G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon++
https://arxiv.org/abs/2402.17766v3
Overall Accuracy
95.25
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon++
https://arxiv.org/abs/2402.17766v3
OBJ-BG (OA)
98.80
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon++
https://arxiv.org/abs/2402.17766v3
OBJ-ONLY (OA)
97.59
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-B* (no voting)
https://arxiv.org/abs/2506.21724v1
Overall Accuracy
93.72
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-B* (no voting)
https://arxiv.org/abs/2506.21724v1
OBJ-BG (OA)
96.73
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
AsymDSD-B* (no voting)
https://arxiv.org/abs/2506.21724v1
OBJ-ONLY (OA)
94.32
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGPT
https://arxiv.org/abs/2305.11487v2
Overall Accuracy
93.4
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGPT
https://arxiv.org/abs/2305.11487v2
OBJ-BG (OA)
97.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
PointGPT
https://arxiv.org/abs/2305.11487v2
OBJ-ONLY (OA)
96.6
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer-elite
https://arxiv.org/abs/2407.13519v2
Overall Accuracy
93.30
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer-elite
https://arxiv.org/abs/2407.13519v2
Mean Accuracy
92.51
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
GPSFormer-elite
https://arxiv.org/abs/2407.13519v2
Number of params
0.68M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D
https://arxiv.org/abs/2404.14966v2
Overall Accuracy
92.64
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D
https://arxiv.org/abs/2404.14966v2
Number of params
16.9M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D
https://arxiv.org/abs/2404.14966v2
FLOPs
3.9G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D
https://arxiv.org/abs/2404.14966v2
OBJ-BG (OA)
94.49
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D
https://arxiv.org/abs/2404.14966v2
OBJ-ONLY (OA)
92.43
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D (no voting)
https://arxiv.org/abs/2404.14966v2
Overall Accuracy
91.81
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D (no voting)
https://arxiv.org/abs/2404.14966v2
Number of params
16.9M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D (no voting)
https://arxiv.org/abs/2404.14966v2
FLOPs
3.9G
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D (no voting)
https://arxiv.org/abs/2404.14966v2
OBJ-BG (OA)
92.94
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
Mamba3D (no voting)
https://arxiv.org/abs/2404.14966v2
OBJ-ONLY (OA)
92.08
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt
https://arxiv.org/abs/2305.08275v4
Overall Accuracy
91.5
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt
https://arxiv.org/abs/2305.08275v4
Mean Accuracy
91.2
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt
https://arxiv.org/abs/2305.08275v4
Number of params
1.4M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon
https://arxiv.org/abs/2302.02318v2
Overall Accuracy
91.26
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon
https://arxiv.org/abs/2302.02318v2
OBJ-BG (OA)
95.35
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon
https://arxiv.org/abs/2302.02318v2
OBJ-ONLY (OA)
93.80
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt (no voting)
https://arxiv.org/abs/2305.08275v4
Overall Accuracy
90.8
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt (no voting)
https://arxiv.org/abs/2305.08275v4
Mean Accuracy
90.3
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ULIP-2 + PointNeXt (no voting)
https://arxiv.org/abs/2305.08275v4
Number of params
1.4M
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon (no voting)
https://arxiv.org/abs/2302.02318v2
Overall Accuracy
90.63
3D Point Cloud Reconstruction > 3D Point Cloud Classification
ScanObjectNN
ReCon (no voting)
https://arxiv.org/abs/2302.02318v2
OBJ-BG (OA)
95.18