Table1 (Bench1 T2V98, official VBench-Long), LongLive 1.3B on NVIDIA H100 (SP1), 957 frames, 16 fps, 832x480, seed 31415. Four cases (PVB_004, PVB_148, PVB_352, PVB_582), each with Native, DraftKV, ShadowKV, InfiniGen and InfLLM. Each MP4 is the exact file scored by VBench-Long. index.json lists prompts and the six Table1 scores per video.

Generation commits: Native 70a78df (PVB_004 at b08ed41), DraftKV 3309c86 (current Chrono-Compact + Spatial 8x16 implementation; replaced the earlier absolute-time eb4e4a3 videos), ShadowKV/InfiniGen/InfLLM 70a78df.

bench1/lingbot14b_h100

Table1 (Bench1 TI98, official VBench-Long), LingBot 14B on NVIDIA H100, SP8 for every method (including Native), native 832x464 decode, 957 frames, 16 fps. Case PVB_004 with Native, DraftKV (Chrono-Compact + Spatial 8x16 + P3/z3), ShadowKV, InfiniGen and InfLLM. index.json lists the six Table1 scores per video and the generation run id.

bench2/lingbot1.3b_h100_subset48

Table2 (Bench2 ORBIA, preliminary 48-case subset), LingBot 1.3B on NVIDIA H100 (SP1), 357 frames at 16 fps. Case case_0002 with Native, DraftKV, ShadowKV, InfiniGen, InfLLM and WorldKV; each MP4 has the official ORBIA per-case report.json it was scored from. ORBIA ran with a Comfy-Org FP16 substitute for the gated facebook/sam3.1 checkpoint (see the GitHub results branch for details).

bench2/lingbot14b_h100_subset48

Table2 (Bench2 ORBIA, preliminary 48-case subset), LingBot 14B on NVIDIA H100, SP8 for every method, 357 frames at 16 fps. Five cases, one per camera template (case_0001, case_0002, case_0003, case_0005, case_0013), each with Native, DraftKV (Chrono-Compact + Spatial 8x16 + P3/z3), ShadowKV, InfiniGen (token-level, author-faithful), InfLLM and WorldKV. Every MP4 has the official ORBIA per-case report.json it was scored from; index.json also lists the WorldAtlas memory metrics per video (Return Gate = ViPE-trajectory gate; the fixed-GT gate is gt_return_gate). These videos predate main's unified LingBot14B BF16-streaming/FULL_SHARD loader (main e3f2213); the full ORBIA480 rerun uses the new loader. ORBIA used the Comfy-Org FP16 substitute for the gated facebook/sam3.1 checkpoint.

bench2/lingbot1.3b_h100

Table2 (Bench2 ORBIA, all 480 cases), LingBot 1.3B on NVIDIA H100 (SP1), 357 frames at 16 fps. Five cases, one per camera template (case_0001 peek_occlude_retract, case_0003 lateral_out_and_back, case_0005 yaw_return, case_0007 forward_backward, case_0013 arc_return), each with Native, DraftKV (Chrono-Compact + Spatial 8x16 + P3/z3), ShadowKV, InfiniGen (token-level), InfLLM and WorldKV. Every MP4 has the official ORBIA per-case report.json it was scored from; index.json also lists the WorldAtlas memory metrics per video (Return Gate = ViPE-trajectory gate; fixed-GT gate is gt_return_gate). Generated at branch commits 16823a5 / e4478fe (see the GitHub results branch, results/bench2-h100-lingbot1.3b). Complements the earlier single case in bench2/lingbot1.3b_h100_subset48/case_0002.

Downloads last month: 2,729

Total file size:

2.44 GB