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What is the difference between the average value of Fairness for Multi-armed bandit and the worst value of Reliability for Dynamic programming?
C
0.57
0.54
0.56
0.55
What is the total number of classes for the LncRNA task?
B
19
6
9
2
How many times can the system run the prompt to check for assays using different nomenclatures of the variant?
D
2
4
5
3
What is the sum of the probabilities for 'Long Harmonics' across all instruments?
C
2.76
2.79
2.77
2.78
What is the sum of Recall (%) for Single-step and Two-step for Budget 1?
D
14.40
14.42
14.43
14.41
For the Roundabout case study, what is the politeness value in the high-fidelity setting?
A
0
0.1
0.8
0.05
For the task 'amlodipine_mpo', which method has the second highest score?
A
LICO
TNP
GP BO
Graph GA
What is the result of subtracting the value in the second row under the OliVe.2 column from the value in the second row under the OliVe.1 column?
B
1
3
-1
-3
Which subgroup configuration has the number of parameters of E represented as O ( cc $^{'}$( L + n$_{0}$ + n$_{L}$ ))?
B
P$_{n}$$_{L}$ × P$_{n}$$_{L}$$_{-}$$_{1}$ × . . . P$_{n}$$_{1}$ × P$_{n}$$_{0}$ ([64])
{ id$_{G}$$_{n}$$_{L}$ } × G > 0 n$_{L}$$_{-}$$_{1}$ × . . . × G > 0 n$_{1}$ × { id$_{G}$$_{n}$$_{0}$ } (Ours)
{ id$_{G}$$_{n}$$_{L}$ } × G ± 1 n$_{L}$$_{-}$$_{1}$ × . . . × G ± 1 n$_{1}$ × { id$_{G}$$_{n}$$_{0}$ } (Ours)
{ id$_{G}$$_{n}$$_{L}$ } × P$_{n}$$_{L}$$_{-}$$_{1}$ × . . . × P$_{n}$$_{1}$ × { id$_{G}$$_{n}$$_{0}$ } ([64])
Which experiment has an r value of 0.34?
B
PSO 4
PSO 2
PSO 3
PSO 1
What is the difference in AAR(%) for 'Short' category between 'ProteinMPNN [8]' and 'PiFold [14]'?
C
-3.69
-3.59
-3.49
-3.39
What is the mean value of the MVC metric for the Backbone w/Mamba model?
D
0.572
0.482
0.478
0.474
How many articles using the Multi armed bandit model have the Delay metric checked?
B
2
3
4
5
What is the step size for the dropout rate?
C
0.2
0.05
0.1
0.01
What is the approximate number of units per category for AOT?
B
∼ 30
∼ 4
∼ 60
∼ 10
Which method has the lowest RMSE on the CASF-2016 set?
B
SIGN [13]
SPIN (Ours)
CMPNN [29]
GIANT [14]
Which index has the lowest value for BP?
C
M2 Index
M1 Index
Forgotten Index
Hyperzagreb Index
What is the sum of the Marker # for CD14-FITC and CD117-APC?
A
9
10
11
8
For L = 3 and h = 64 with a learning rate of 10^-2, what is the p-value?
C
14:87:0
3:98:0
1:99:1
0:100:1
For N=10, which method has a lower Computation Time [ms]?
D
Cannot be determined from the table
Both have the same Computation Time
LFC-MPC-FCBF
AAC-MPC-FCBF
Which method shows the highest value at r=40%?
C
ATC complete (ours)
ATC average (ours)
ATC single (ours)
ToMe
What is the average of the values in the last row?
A
7.5
7
8
7.25
Which VLN Method has the highest Success Rate (SR) for the instruction 'Go to the house on the left (cmd1)'?
B
None of the above
ASMA
CBF-Less
ASMA-Steering
What is the product of the dropout rate p$_{test}$ and the samples/models K?
D
100
1
0.5
10
Which method has the highest prediction accuracy for H3K14ac?
C
VQDNA
DNABERT-2 (BPE)
VQDNA (HRQ)
NT-2500M-1000g (6-mer)
Which event log has the lowest number of activities?
B
Sepsis Cases
BPIC 2013 Closed Problems
BPIC 2015 Municipalities
BPIC 2017
What is the average value of ε$_{xx}$ for T2 across both clusters?
A
0.0105
0.010
0.011
0.0095
What is the kernel size used in the avg-pooling layers?
D
3 × 3
3 × 2
2 × 3
2 × 2
What is the average of the MUSIC values for all SNR levels?
A
2.13
2.17
2.20
2.10
Which dataset has a higher Delta Score?
A
PDBBind
CrossDocked
Neither dataset has a Delta Score
Both have the same score
What is the average precision in bits for all references?
C
8.36 bits
8.12 bits
8.18 bits
8.25 bits
Which method has the highest Test Accuracy for the COMPAS dataset?
B
Certified
MonoKAN
XGBoost
Expressive
What is the mean value of f$_{0}$ (pN) across all experiments?
D
6.7
7.0
6.9
6.8
What is the difference between the 'Average Distance (pixels)' for 'VBM (Proposed) Regular' and 'Ground Truth (Anya)'?
C
2.234
2.264
2.244
2.254
Which individual is affiliated with CNIC, CAS and also has an asterisk next to their name?
B
Yuanchun Zhou
Meng Xiao
Weiliang Zhang
Meng Zhen
What is the context for the row where BWT[i] is '$'?
A
AGATACAT
AGATA $ GAT
ACAT $ GAT
AT $ GATTA
What is the energy efficiency for the configuration with the shortest convergence time?
A
0.016 %/joule
0.67 %/joule
0.87 %/joule
0.0044 %/joule
What is the product of LCP[i] values for i = 2 and i = 4?
C
3
4
2
1
What is the average of the TargetDiff values for COVID-19 Target across all steps?
B
14.5
14.25
13.75
14
For the Multi-scale-channel (average pooling) network with a relative scale ratio of r = 1.47, which of the following is an initial scale value?
A
1 / 4
2 √ 2
2
1 / (2 √ 2)
Which molecule has the highest Betweenness Centrality?
A
Apigenin
Kaempferol
Dihydrosamidin
Ajoene
What is the difference in the ∆T % ↓ value between the 'Forward' and 'Both' conditions when CLSTM is ✓?
A
0.07
0.08
0.05
0.06
What is the ratio of the number of samples in the Test Set to the number of samples in the Val Set?
C
114:590
138:590
590:114
590:138
What is the average of the first values in the L = 1 p-value metric for all learning rates with hidden size h = 64?
B
0.7
0.5
0.6
0.4
Which method has the highest performance on the BlockPush @p1 task?
A
BET [40]
Diffusion-Policy [19]
SDP(Ours)
SDDPM [17]
What is the Hyperzagreb Index of the drug with the highest ABC Index?
A
36.45
22.65
20.10
21.65
What is the temperature set for the simulation?
D
1fs
1ps
1.0ps - 1
300K
What is the average Recall (R) score for Comma across all models?
D
79.75
80.0
79.5
79.625
What is the RMSE for K$_{i}$ using the DeepAffinity method?
B
0.800
0.840
0.792
0.970
Which parameter has the smallest upper bound in its range?
C
φ α ∗
γ 2
a
δ
What is the mean speed of bacteria (v$_{0}$)?
C
24.1 µm/min
241 µm/s
24.1 µm/s
2.41 µm/s
What is the difference between the highest and lowest values in the first column?
B
25
75
100
50
What is the RMSE value for the 'Only Temporal' method with 1-shot setting for the UBFC dataset when the source is PURE and the target is UBFC?
A
1.87
2.00
1.22
1.41
What is the sum of the validation samples for 'Splice Site Prediction' and 'Transcription Factor Prediction (Mouse)'?
A
10,019
10,020
10,017
10,018
What is the total number of models that are suitable for both indoor and outdoor use but do not have a code implementation?
D
1
2
3
0
Which model has the lowest performance on the Yeast Epigenetic Marks Prediction task for the 'H3K4me2' dataset?
A
HyenaDNA
CNN
Caduceus
GENA-LM
What is the difference in performance between 'Ours' and 'SimGCD' methods for the 'Old' category under 'N24News' when using 'GT'?
A
-1.8
+15.9
+5.6
+2.8
What is the sum of the sum rates (bps/Hz) for MCQT-SCA under L = 8, p_max = 25 dBm and L = 16, p_max = 25 dBm?
C
53.1638
53.1635
53.1636
53.1637
What is the percentage of non-toxic molecules for LEOMol$_{GA}$ without constraints?
C
0.882
31
18
100
What is the sum of the Linear values for VQDNA at code sizes 128 and 1024?
D
86.7
86.5
86.8
86.6
Which individual has the email address 'REGEVA@GENE.COM'?
D
Romain Lopez
Ehsan Hajiramezanali
Jan-Christian Huetter
Aviv Regev
What is the value of ℜ L (˙ s 1 $_{2}$, ˙ s 1 3 $^{∗}$) for 〈 s 0 2 〉?
B
0.12 2120 - 0 . 10
0.10 1667 0.03
0.18 2590 0.07
0.03 46032 0.48
What is the sum of the Cosine values for COAD using Backbone w/ Unet and Backbone w/ DiT?
D
1.514
1.512
1.503
1.513
Which method has the same 'Usage Lin.' value as DNABERT?
C
HyenaDNA
DNABERT-2
NT-2500M-1000g 6-mer (non)
VQDNA (HRQ)
What is the receiving noise temperature T R?
C
10 dB
64
293 K
250 MHz
For the task 'Transcription Factor Prediction (Mouse)', what is the total number of validation datasets?
C
6,422
5,421
6,421
6,420
What is the product of the 'PPL' values for 'Cambridge. GT: 0.39' when In. is 0.5 and 0.2?
A
0.1296
0.1300
0.1288
0.1292
What is the value of the phenotype with the lowest RR-FP16 value?
B
0.2041
0.2008
0.2517
0.2983
What is the scaling unit for the drug metabolization rate of DOX?
D
-
1 µM
day
1 / day
How many more Other Enzymes targets are there in the DUD-E dataset compared to the LIT-PCBA dataset?
C
30
27
29
28
What is the average number of samples per subset in the Train Set?
A
213.8
215.8
214.8
212.8
Which algorithm has an ARMSE value closest to 6?
C
GSP-UKF
GSP-Huber-SRUKF
GSP-SRUKF
GSP-GR-SRUKF
What is the Vina Score for the + Circle method?
D
-
LogP
NucleusDiff (ours)
Invalid
For L = 1 and hidden size h = 32, what is the p-value when the learning rate is 10^-3?
A
1: 100 :0 91 :0:10
0: 90 :11 3:0: 98
2: 99 :0 85 :0:16
13: 88 :0 93 :0:8
How many references in the table have a DOI link provided?
B
11
10
9
12
For the metric MAE, which dataset shows the least improvement when pre-trained?
C
None
HNSC
COAD
STAD
What is the sum of the '11.25 · ↑' values for 'Marigold + DDIM fix' and 'SD [41] + E2E FT' on the ScanNet [9] dataset?
A
123.7
122.5
125.0
124.1
Which dataset has the same number of variates as ETTh1&ETTh2?
C
Exchange
ILI
ETTm1&ETTm2
None
What is the LogP value for NucleusDiff (ours)?
A
1.790
1.024
Invalid
0.360
Which layer has the highest value for AU-tBSCA-AUG?
A
Layer 8
Layer 7
Layer 6
Layer 9
What is the AUC value for the Glaucoma Fundus dataset using the All Finetune method?
A
0.9495
0.9354
0.9473
0.9212
What is the difference between V w ( w ) 12 and V w ( w ) 13?
A
0
-0.166
0.166
-0.332
What is the value for the PLasso method when (n, p) is (116, 5,000)?
B
0.13
0.15
0.16
0.18
What is the EternaV2 (Acc) score for RNA-MSM?
D
30
0
3
2
What is the average Diversity for JT-VAE across all conditions?
A
0.869
0.868
0.871
0.870
Which model has the lowest ∆∆ G MAE value?
D
OmniBioTE-small
OmniBioTE-medium
OmniBioTE-large
OmniBioTE-XL
What is the dynamic marking for a velocity range of [80,96)?
B
mezzo forte
forte
fortississimo
fortissimo
For L = 2 and a learning rate of 10^-3 with h = 32, what is the p-value?
A
1:100
1:99:1
1:97:3
0:101
Which protein has an amino acid count closest to 250?
D
CD59
CD9
ANXA2
PROCR
Which method has the highest FLOPs (G) value?
C
DNABERT
DNABERT-2
NT-2500M
NT-500M
What is the product of the Total Treatment Group (k) and the Significance Value (α)?
A
0.25
0.05
0.5
0.2
What is the score difference between AI and Science for CascadeNER?
B
2.1
1.7
1.6
2.3
What is the difference between the Wasserstein Distance for keloid cells at Acc-Rate 100 and immune cells at Acc-Rate 1?
D
0.007
0.006
0.004
0.005
Where did the conference take place?
A
which_city
who_writes
how_much
how_long
What is the sum of the 'ATC average (ours)' values under 'ViT-L (t = 8)' with 'Constant' and 'Linear' schedules?
B
167.5
167.4
167.3
167.2
Which method has a valid value for QED?
B
+ Circle
None
NucleusDiff (ours)
+ Parallelogra
Which method has the highest FRR@FAR - 2.2 value in the JuDo1000 column?
B
EKYT[24]
EmMixFormer[?]
DARTS-[?]
Fair DARTS[31]
What is the value of 'merge$_{2}$' in the 'low × 2' column?
D
low est
lo west
low × 3
low × 2
What is the product of the 'HEVC' values for TSM on Diving48 and Slowfast on HMDB51?
C
1071.39
1071.36
1071.38
1071.37
What is the sum of the values for GCN across all datasets?
D
8.93
8.9
8.91
8.92
End of preview. Expand in Data Studio

LiveXiv - an evolving multi-modal dataset based on ArXiv (ICLR 2025)

https://arxiv.org/abs/2410.10783

LiveXiv Leaderboard

Model V0 VQA V0 TQA V1 VQA V1 TQA V2 VQA V2 TQA V3 VQA V3 TQA V4 VQA V4 TQA
Claude-Sonnet 0.75 0.81 0.75 0.84 0.78 0.82 0.78 0.84 0.80 0.78
Qwen2-VL-7B 0.67 0.58 0.67 0.60 0.68 0.58 0.69 0.67 0.71 0.53
Pixtral - - - - 0.73 0.59 0.71 0.39 0.73 0.55
InternVL2-8B 0.62 0.62 0.62 0.62 0.64 0.60 0.65 0.69 0.67 0.57
GPT4o 0.51 0.48 0.60 0.55 0.59 0.49 0.51 0.52 0.66 0.49
Molmo - - - - 0.60 0.51 0.62 0.34 0.63 0.48
Mantis 0.58 0.30 0.32 0.29 0.60 0.29 0.61 0.31 0.63 0.28
Idefics3 0.54 0.49 0.54 0.51 0.56 0.48 0.55 0.56 0.58 0.43
LLaVA1.6-7B 0.54 0.25 0.30 0.24 0.56 0.22 0.56 0.26 0.59 0.21
LLaVA1.5-7B 0.49 0.31 0.30 0.30 0.52 0.29 0.54 0.31 0.57 0.29
LLaVA-OneVision 0.32 0.49 0.54 0.50 0.35 0.49 0.36 0.57 0.39 0.45
InterLM-XC-2.5 0.49 0.45 0.48 0.49 0.49 0.46 0.50 0.54 0.50 0.42
Phi3v 0.37 0.49 0.59 0.50 0.35 0.48 0.36 0.58 0.39 0.44
Idefics2 0.48 0.35 0.38 0.38 0.50 0.36 0.51 0.41 0.52 0.33
LLaVA1.6-34B 0.33 0.53 0.50 0.52 0.33 0.52 0.36 0.60 0.37 0.48
InterLM-XC-4Khd 0.40 0.41 0.38 0.42 0.39 0.39 0.40 0.47 0.41 0.36
InternVL2-2B 0.29 0.41 0.50 0.42 0.33 0.38 0.34 0.48 0.36 0.36
LLaVA1.5-13B 0.31 0.31 0.32 0.31 0.33 0.30 0.35 0.31 0.36 0.29
InstructBLIP 0.24 0.20 0.24 0.19 0.24 0.19 0.23 0.20 0.23 0.20
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