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Text Generation
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parquet
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English
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arxiv:2610.22312
benchmark
llm-evaluation
spatial-reasoning
state-prediction
executable-benchmark
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0822758 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | both,changed_only,family,median,model,n,near5,p90,q25,q75,unchanged_only,valid_wrong_n,wrong_cells
13,2,aggregating_compression,13.0,claude-sonnet,24,3,31.0,7.75,17.0,1,16,"[1,2,2,7,8,10,11,13,13,14,14,16,20,25,37,64]"
23,0,aggregating_compression,43.0,gpt-5.4-mini,24,0,71.0,36.0,64.0,0,23,"[18,19,28,28,30,35,37,39,40,40,40,43,46,47,54,57,62,66,68,71,71,79,88]"
11,5,aggregating_compression,15.0,gpt-5.6-sol,24,4,32.5,5.5,31.25,0,16,"[2,2,2,4,6,7,12,13,17,22,31,31,32,32,33,35]"
17,1,aggregating_compression,43.5,minimax.minimax-m2.5,24,0,59.10000000000002,41.25,46.25,0,18,"[25,40,41,41,41,42,42,42,43,44,44,44,44,47,47,51,78,133]"
18,2,aggregating_compression,68.5,moonshotai.kimi-k2.5,24,1,217.00000000000006,46.75,116.75,0,20,"[4,7,11,20,28,53,56,62,62,65,72,89,106,107,115,122,137,214,244,246]"
21,0,aggregating_compression,40.0,zai.glm-5,24,0,67.0,36.0,56.0,0,21,"[22,31,33,33,36,36,37,40,40,40,40,41,41,43,44,56,57,58,67,71,81]"
1,1,boundary_layer,8.0,claude-sonnet,24,1,11.2,6.0,10.0,0,2,"[4,12]"
13,1,boundary_layer,136.0,gpt-5.4-mini,24,0,169.1,108.25,151.5,0,14,"[59,71,91,103,124,128,135,137,143,144,154,167,170,185]"
23,1,boundary_layer,103.0,gpt-5.6-sol,24,0,155.8,26.5,135.75,0,24,"[8,10,14,18,18,19,29,52,70,85,88,94,112,121,123,127,131,135,138,144,153,157,192,197]"
16,1,boundary_layer,131.0,minimax.minimax-m2.5,24,0,144.6,127.0,139.0,0,17,"[95,98,108,116,127,128,129,131,131,132,133,136,139,140,143,147,154]"
16,0,boundary_layer,119.5,moonshotai.kimi-k2.5,24,0,173.0,106.25,155.25,0,16,"[56,83,98,98,109,112,113,118,121,125,135,152,165,171,175,177]"
20,1,boundary_layer,124.0,zai.glm-5,24,0,153.0,99.0,139.0,0,21,"[48,54,62,87,95,99,104,109,111,112,124,130,133,135,139,139,139,151,153,160,194]"
5,1,box_reflection,69.0,claude-sonnet,24,0,85.5,51.75,75.0,0,6,"[10,46,69,69,77,94]"
14,3,box_reflection,176.0,gpt-5.4-mini,24,0,191.4,164.0,181.0,0,17,"[133,153,161,162,164,170,170,172,176,177,178,181,181,185,191,192,192]"
24,0,box_reflection,27.0,gpt-5.6-sol,24,1,67.19999999999999,12.5,46.0,0,24,"[2,8,9,9,9,11,13,15,21,22,23,26,28,32,33,42,45,46,46,54,63,69,133,150]"
14,1,box_reflection,163.0,minimax.minimax-m2.5,24,0,181.6,132.0,175.0,0,15,"[122,124,125,128,136,143,162,163,164,169,174,176,178,184,188]"
21,0,box_reflection,181.0,moonshotai.kimi-k2.5,24,0,202.0,175.0,195.0,0,21,"[170,170,171,172,172,175,175,175,177,180,181,182,189,193,193,195,198,201,202,208,214]"
13,0,box_reflection,178.0,zai.glm-5,24,0,214.0,172.0,209.0,0,13,"[142,152,163,172,173,176,178,198,202,209,210,215,217]"
4,1,component_relabel,118.0,claude-sonnet,24,0,152.0,21.0,140.0,0,5,"[6,21,118,140,160]"
18,3,component_relabel,153.5,gpt-5.4-mini,24,3,249.8,40.75,221.75,1,22,"[1,2,5,11,30,36,55,70,109,117,134,173,199,214,215,218,223,230,248,250,251,251]"
6,2,component_relabel,95.0,gpt-5.6-sol,24,0,169.9,40.75,154.0,0,8,"[12,25,46,63,127,149,169,172]"
11,7,component_relabel,131.0,minimax.minimax-m2.5,24,2,162.9,113.25,155.25,0,18,"[2,3,84,106,113,114,115,127,130,132,137,137,153,156,157,159,172,192]"
7,9,component_relabel,97.5,moonshotai.kimi-k2.5,24,3,138.5,33.25,125.5,0,16,"[1,4,5,7,42,73,76,92,103,110,115,125,127,137,140,141]"
11,8,component_relabel,51.0,zai.glm-5,24,6,127.40000000000005,3.5,105.25,1,20,"[1,1,1,1,2,4,16,23,24,50,52,74,82,102,105,106,107,124,158,164]"
5,0,local_stencil,29.0,claude-sonnet,24,0,42.8,26.0,32.0,0,5,"[14,26,29,32,50]"
17,0,local_stencil,159.0,gpt-5.4-mini,24,0,176.8,122.0,168.0,0,17,"[112,112,113,121,122,133,150,158,159,163,164,168,168,173,174,181,183]"
21,1,local_stencil,95.0,gpt-5.6-sol,24,0,104.80000000000001,58.75,100.75,0,22,"[22,23,34,42,49,56,67,85,87,93,95,95,96,96,99,100,101,102,103,105,107,123]"
17,1,local_stencil,186.5,minimax.minimax-m2.5,24,0,195.0,182.25,192.75,0,18,"[122,167,168,170,182,183,184,184,186,187,189,191,192,193,194,195,195,203]"
9,1,local_stencil,121.5,moonshotai.kimi-k2.5,24,0,157.6,113.5,136.25,0,10,"[82,110,113,115,120,123,134,137,154,190]"
9,1,local_stencil,127.0,zai.glm-5,24,0,184.7,120.75,183.0,0,10,"[92,111,120,123,124,130,183,183,184,191]"
5,1,metric_paint,8.5,claude-sonnet,24,2,56.5,5.5,14.5,0,6,"[4,5,7,10,16,97]"
21,1,metric_paint,120.0,gpt-5.4-mini,24,0,156.5,86.25,135.0,0,22,"[21,37,63,65,65,81,102,102,107,117,118,122,125,128,129,132,136,138,152,157,158,173]"
23,1,metric_paint,25.0,gpt-5.6-sol,24,1,79.19999999999999,12.75,46.5,0,24,"[4,6,9,9,11,12,13,16,17,17,18,23,27,27,30,31,41,43,57,67,75,81,88,185]"
16,1,metric_paint,125.0,minimax.minimax-m2.5,24,0,161.4,119.0,132.0,0,17,"[105,113,116,117,119,120,122,124,125,127,128,132,132,137,161,162,163]"
11,2,metric_paint,135.0,moonshotai.kimi-k2.5,24,0,169.8,107.0,146.0,0,13,"[84,88,103,107,114,120,135,141,145,146,157,173,197]"
23,0,metric_paint,109.0,zai.glm-5,24,0,141.4,87.0,131.0,0,23,"[72,78,81,82,83,84,90,101,107,107,108,109,110,111,115,127,130,132,136,139,142,174,214]"
4,0,obstructed_motion,8.5,claude-sonnet,24,0,9.0,7.75,9.0,0,4,"[7,8,9,9]"
19,0,obstructed_motion,63.0,gpt-5.4-mini,24,0,116.2,33.5,91.5,0,19,"[28,29,29,30,32,35,39,53,54,63,65,67,70,78,105,107,116,117,136]"
23,0,obstructed_motion,9.5,gpt-5.6-sol,24,6,28.499999999999996,5.75,18.75,1,24,"[2,2,3,4,5,5,6,6,6,7,8,8,11,13,15,16,16,18,21,21,25,30,31,33]"
15,2,obstructed_motion,111.0,minimax.minimax-m2.5,24,0,119.8,107.0,116.0,0,17,"[36,74,77,87,107,107,107,108,111,113,114,116,116,117,119,121,124]"
19,1,obstructed_motion,78.0,moonshotai.kimi-k2.5,24,0,103.10000000000002,48.75,91.5,0,20,"[13,32,36,37,45,50,60,66,73,77,79,80,83,86,89,99,101,102,113,163]"
22,0,obstructed_motion,55.5,zai.glm-5,24,0,98.7,27.0,76.0,0,22,"[21,22,26,26,26,27,27,29,34,47,55,56,64,65,68,76,76,82,96,99,104,183]"
0,0,occluded_mix,null,claude-sonnet,24,0,null,null,null,0,0,[]
15,1,occluded_mix,100.0,gpt-5.4-mini,24,0,156.0,86.0,144.25,0,16,"[68,70,75,80,88,88,95,99,101,101,103,144,145,150,162,168]"
24,0,occluded_mix,86.5,gpt-5.6-sol,24,0,98.0,62.0,95.0,0,24,"[13,15,23,40,57,59,63,66,68,69,77,83,90,91,92,93,94,95,95,97,98,98,99,99]"
11,5,occluded_mix,98.0,minimax.minimax-m2.5,24,0,145.0,92.75,120.75,0,16,"[80,81,91,92,93,94,96,98,98,99,107,113,144,145,145,165]"
20,2,occluded_mix,96.0,moonshotai.kimi-k2.5,24,0,107.80000000000001,88.75,101.5,0,22,"[77,81,84,84,85,88,91,92,93,94,95,97,98,98,99,100,102,104,106,108,110,112]"
18,0,occluded_mix,99.0,zai.glm-5,24,0,115.0,87.5,108.0,0,18,"[76,77,82,83,87,89,96,98,99,99,100,100,105,109,110,115,115,123]"
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