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LiveXiv
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LiveXiv

question stringlengths 22 287	gt stringclasses 4 values	option_a stringlengths 1 148	option_b stringlengths 1 145	option_c stringlengths 1 148	option_d stringlengths 1 148
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

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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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LiveXiv -- A Multi-Modal Live Benchmark Based on Arxiv Papers Content

Paper • 2410.10783 • Published Oct 14, 2024 • 26